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Topic Modeling - LDA





In [4]:



    


import glob
from datetime import datetime
import logging
import logging as log
import gensim
import matplotlib.pyplot as plt
import pyLDAvis
import pyLDAvis.gensim
from gensim.models import CoherenceModel
from sklearn.externals import joblib
import gzip
from multiprocessing import Pool
# from topic_coherence import ModelSimilarity, WithinTopicMeasure
import math
from gensim.corpora import Dictionary, MmCorpus
from gensim.models.word2vec import LineSentence

%matplotlib notebook
# logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO)



    











In [5]:



    


class MyDocuments(object):
    def __init__(self, dirname):
        self.dirname = dirname
 
    def __iter__(self):
        with gzip.open(self.dirname, 'rb') as f:
            for line in f:
                yield line.decode().split('\t')[1].split()



    











In [3]:



    


%%time


dictionary_filepath = 'data/eos/dic_bow/bigram_dict_%s.dict' 
bow_filepath = 'data/eos/dic_bow/bigram_bow_corpus_%s.mm' 

def prepare_corpus():
    window_list = glob.glob('dynamic_nmf/data/windowbin/slices/tokenized_window_20*.gz')
    window_list.sort()
    print (window_list)
    
    for window_docs in window_list:
        print(window_docs)
        print(bow_filepath % window_docs[-10: -3])
        # Generate dictionary       
        dictionary = build_dict (window_docs)      

        # generate bag-of-words representations for
        # all reviews and save them as a matrix
        MmCorpus.serialize(bow_filepath % window_docs[-10:-3], doc2bow_generator(window_docs, dictionary))
        corpus = MmCorpus(bow_filepath % window_docs[-10:-3])

        print(dictionary)
        print(corpus)
    
    
def build_dict (final_doc_filepath):
    
    print ("start dictionary " + datetime.now().strftime("%H:%M:%S"))
    docs = MyDocuments(final_doc_filepath)

    # learn the dictionary by iterating over all of the reviews
    dictionary = Dictionary(docs)
    
    # filter tokens that are very rare or too common from
    # the dictionary (filter_extremes) and reassign integer ids (compactify)
    dictionary.filter_extremes(no_below=3)
    dictionary.compactify()

    dictionary.save(dictionary_filepath % final_doc_filepath[-10: -3] )
    print ("finished dictionary " + datetime.now().strftime("%H:%M:%S"))
    return dictionary
    
    
def doc2bow_generator(filepath, dictionary):
    """
    generator function to read reviews from a file
    and yield a bag-of-words representation
    """
    
    for doc in LineSentence(filepath):
        yield dictionary.doc2bow(doc)

prepare_corpus()



    


















    






['dynamic_nmf/data/windowbin/slices/tokenized_window_2012_01.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_02.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_03.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_04.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_05.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_06.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_07.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_08.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_09.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_10.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_11.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2012_12.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_01.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_02.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_03.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_04.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_05.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_06.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_07.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_08.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_09.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_10.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_11.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2013_12.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_01.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_02.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_03.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_04.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_05.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_06.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_07.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_08.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_09.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_10.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_11.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2014_12.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_01.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_02.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_03.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_04.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_05.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_06.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_07.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_08.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_09.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_10.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_11.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2015_12.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_01.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_02.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_03.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_04.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_05.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_06.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_07.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_08.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_09.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_10.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_11.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2016_12.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2017_01.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2017_02.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2017_03.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2017_04.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2017_05.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2017_06.gz', 'dynamic_nmf/data/windowbin/slices/tokenized_window_2017_07.gz']
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_01.gz
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start dictionary 22:44:58
finished dictionary 22:45:06
Dictionary(59224 unique tokens: ['topple_longtime', 'clegg', '14,500', 'bipartisan_support', 'mark_heinrich']...)
MmCorpus(20419 documents, 59224 features, 4505818 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_02.gz
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start dictionary 22:45:17
finished dictionary 22:45:24
Dictionary(55904 unique tokens: ['clegg', 'wallachians', 'gaseous', 'mark_heinrich', 'administer_kashmir']...)
MmCorpus(19519 documents, 55904 features, 4242587 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_03.gz
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start dictionary 22:45:34
finished dictionary 22:45:43
Dictionary(71860 unique tokens: ['bipartisan_support', 'passenger_aboard', 'scene,&quot', 'batswana', 'mark_heinrich']...)
MmCorpus(22550 documents, 71860 features, 5498578 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_04.gz
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start dictionary 22:45:56
finished dictionary 22:46:11
Dictionary(100000 unique tokens: ['topple_longtime', 'الهائل', '14,500', 'scene,&quot', 'bipartisan_support']...)
MmCorpus(37431 documents, 100000 features, 8858950 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_05.gz
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start dictionary 22:46:32
finished dictionary 22:46:43
Dictionary(81572 unique tokens: ['topple_longtime', 'clegg', 'coin,&quot', '14,500', 'bipartisan_support']...)
MmCorpus(26781 documents, 81572 features, 6236246 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_06.gz
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start dictionary 22:46:58
finished dictionary 22:47:07
Dictionary(76138 unique tokens: ['bipartisan_support', '14,500', 'scene,&quot', 'batswana', 'mark_heinrich']...)
MmCorpus(25824 documents, 76138 features, 5823420 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_07.gz
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start dictionary 22:47:21
finished dictionary 22:47:28
Dictionary(61023 unique tokens: ['bipartisan_support', 'clegg', '14,500', 'scene,&quot', 'mark_heinrich']...)
MmCorpus(18343 documents, 61023 features, 4218748 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_08.gz
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start dictionary 22:47:38
finished dictionary 22:47:42
Dictionary(45409 unique tokens: ['bipartisan_support', '14,500', 'scene,&quot', '20006', 'break.&quot']...)
MmCorpus(11020 documents, 45409 features, 2503476 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_09.gz
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start dictionary 22:47:48
finished dictionary 22:47:49
Dictionary(15500 unique tokens: ['450', 'ifc', 'capture', 'runner', 'tan']...)
MmCorpus(1736 documents, 15500 features, 395049 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_10.gz
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start dictionary 22:47:50
finished dictionary 22:47:50
Dictionary(16664 unique tokens: ['2:18:34', '450', '72,393', 'moment', '2776']...)
MmCorpus(1183 documents, 16664 features, 353194 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_11.gz
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start dictionary 22:47:51
finished dictionary 22:47:52
Dictionary(14408 unique tokens: ['450', 'sister', 'londoner', 'capture', 'unwilling']...)
MmCorpus(1540 documents, 14408 features, 356798 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2012_12.gz
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start dictionary 22:47:53
finished dictionary 22:47:56
Dictionary(35730 unique tokens: ['ratline', '450', 'norah_jones', 'mark_heinrich', 'prosthetic']...)
MmCorpus(6506 documents, 35730 features, 1594731 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_01.gz
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start dictionary 22:48:00
finished dictionary 22:48:04
Dictionary(45843 unique tokens: ['bipartisan_support', '14,500', 'musulman', 'mark_heinrich', 'circumspect']...)
MmCorpus(12295 documents, 45843 features, 2747048 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_02.gz
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start dictionary 22:48:11
finished dictionary 22:48:15
Dictionary(43127 unique tokens: ['bipartisan_support', 'june18', 'norah_jones', 'ruemmler', '450']...)
MmCorpus(12745 documents, 43127 features, 2631768 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_03.gz
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start dictionary 22:48:22
finished dictionary 22:48:28
Dictionary(50529 unique tokens: ['bipartisan_support', 'mark_heinrich', 'administer_kashmir', 'trace', 'eggs']...)
MmCorpus(17525 documents, 50529 features, 3687614 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_04.gz
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start dictionary 22:48:36
finished dictionary 22:48:42
Dictionary(47596 unique tokens: ['bipartisan_support', 'reysol', 'rasouli', 'gaseous', 'mark_heinrich']...)
MmCorpus(14201 documents, 47596 features, 3181810 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_05.gz
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start dictionary 22:48:49
finished dictionary 22:48:59
Dictionary(65180 unique tokens: ['bipartisan_support', 'clegg', '10.1111/j.1365', 'rasouli', 'batswana']...)
MmCorpus(28571 documents, 65180 features, 6220236 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_06.gz
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start dictionary 22:49:14
finished dictionary 22:49:31
Dictionary(100000 unique tokens: ['topple_longtime', '14,500', 'batswana', '1:59:48', 'informal_settler']...)
MmCorpus(47001 documents, 100000 features, 10861892 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_07.gz
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start dictionary 22:49:57
finished dictionary 22:49:58
Dictionary(15545 unique tokens: ['richardson', '450', 'sister', 'widely_discredit', 'dwelling']...)
MmCorpus(1494 documents, 15545 features, 424050 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_08.gz
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start dictionary 22:49:59
finished dictionary 22:50:06
Dictionary(57666 unique tokens: ['bipartisan_support', 'clegg', 'elida', 'topple_longtime', 'mark_heinrich']...)
MmCorpus(18856 documents, 57666 features, 4315576 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_09.gz
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start dictionary 22:50:16
finished dictionary 22:50:16
Dictionary(10908 unique tokens: ['smart', 'clegg', 'londoner', 'capture', 'ingredient']...)
MmCorpus(1043 documents, 10908 features, 249289 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_10.gz
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start dictionary 22:50:17
finished dictionary 22:50:18
Dictionary(18494 unique tokens: ['1197', '450', 'sister', '2776', 'zoroastrianism']...)
MmCorpus(845 documents, 18494 features, 303580 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_11.gz
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start dictionary 22:50:18
finished dictionary 22:50:21
Dictionary(30555 unique tokens: ['bipartisan_support', 'tomlinson', 'cllrs', 'ahoofe_jr.', '450']...)
MmCorpus(6425 documents, 30555 features, 1719596 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2013_12.gz
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start dictionary 22:50:25
finished dictionary 22:50:31
Dictionary(52802 unique tokens: ['topple_longtime', 'clegg', 'bipartisan_support', 'mark_heinrich', 'circumspect']...)
MmCorpus(14480 documents, 52802 features, 3358210 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_01.gz
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start dictionary 22:50:39
finished dictionary 22:50:46
Dictionary(61844 unique tokens: ['bipartisan_support', 'elida', 'introduce_compulsory', 'mark_heinrich', 'circumspect']...)
MmCorpus(19155 documents, 61844 features, 4300383 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_02.gz
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start dictionary 22:50:56
finished dictionary 22:51:00
Dictionary(40142 unique tokens: ['inflight', 'topple_longtime', 'moment', '450', 'mark_heinrich']...)
MmCorpus(9072 documents, 40142 features, 2002521 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_03.gz
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start dictionary 22:51:05
finished dictionary 22:51:09
Dictionary(42238 unique tokens: ['ratline', 'bipartisan_support', 'tomlinson', '14,500', '450']...)
MmCorpus(11383 documents, 42238 features, 2374585 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_04.gz
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start dictionary 22:51:14
finished dictionary 22:51:21
Dictionary(54642 unique tokens: ['bipartisan_support', 'rasouli', 'musulman', 'mark_heinrich', 'circumspect']...)
MmCorpus(16989 documents, 54642 features, 4171147 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_05.gz
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start dictionary 22:51:31
finished dictionary 22:51:37
Dictionary(52289 unique tokens: ['bipartisan_support', 'topple_longtime', 'mark_heinrich', 'circumspect', 'sentimental']...)
MmCorpus(13682 documents, 52289 features, 3486271 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_06.gz
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start dictionary 22:51:46
finished dictionary 22:51:50
Dictionary(44913 unique tokens: ['bipartisan_support', '14,500', 'circumspect', 'trace', 'westcott']...)
MmCorpus(13785 documents, 44913 features, 2544898 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_07.gz
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start dictionary 22:51:56
finished dictionary 22:51:57
Dictionary(16854 unique tokens: ['bipartisan_support', 'sister', 'dwelling', '450', 'capture']...)
MmCorpus(2701 documents, 16854 features, 618810 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_08.gz
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start dictionary 22:51:58
finished dictionary 22:52:04
Dictionary(35999 unique tokens: ['bipartisan_support', 'erol', 'associatead', 'missionary_baptist', 'mark_heinrich']...)
MmCorpus(10230 documents, 35999 features, 3691477 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_09.gz
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start dictionary 22:52:13
finished dictionary 22:52:20
Dictionary(49149 unique tokens: ['bipartisan_support', 'gunzinger', 'topple_longtime', 'mark_heinrich', 'circumspect']...)
MmCorpus(17437 documents, 49149 features, 4590269 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_10.gz
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start dictionary 22:52:31
finished dictionary 22:52:40
Dictionary(64235 unique tokens: ['bipartisan_support', '\x91\x91is', 'clegg', '3936', 'mark_heinrich']...)
MmCorpus(21176 documents, 64235 features, 5443582 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_11.gz
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start dictionary 22:52:53
finished dictionary 22:52:59
Dictionary(44580 unique tokens: ['bipartisan_support', 'topple_longtime', 'mark_heinrich', 'circumspect', 'regularly']...)
MmCorpus(12652 documents, 44580 features, 3642626 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2014_12.gz
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start dictionary 22:53:08
finished dictionary 22:53:10
Dictionary(26926 unique tokens: ['bipartisan_support', 'sister', 'introduce_compulsory', 'mark_heinrich', 'prosthetic']...)
MmCorpus(5775 documents, 26926 features, 1639186 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_01.gz
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start dictionary 22:53:14
finished dictionary 22:53:14
Dictionary(50 unique tokens: ['security', 'clearly', 'last', 'john', 'blame']...)
MmCorpus(6 documents, 50 features, 150 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_02.gz
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start dictionary 22:53:14
finished dictionary 22:53:14
Dictionary(180 unique tokens: ['clear', 'turkey', 'network', 'take', 'can']...)
MmCorpus(27 documents, 180 features, 731 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_03.gz
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start dictionary 22:53:14
finished dictionary 22:53:14
Dictionary(958 unique tokens: ['nothing', 'gevgelija', 'parliament', 'establish', '2010']...)
MmCorpus(46 documents, 958 features, 5318 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_04.gz
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start dictionary 22:53:14
finished dictionary 22:53:14
Dictionary(422 unique tokens: ['die', 'participant', 'survivor', 'take', 'later']...)
MmCorpus(15 documents, 422 features, 1681 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_05.gz
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start dictionary 22:53:14
finished dictionary 22:53:14
Dictionary(1049 unique tokens: ['2007', 'establish', '2010', 'right', 'participant']...)
MmCorpus(61 documents, 1049 features, 6306 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_06.gz
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start dictionary 22:53:14
finished dictionary 22:53:15
Dictionary(744 unique tokens: ['nothing', 'establish', 'right', 'take', 'protect']...)
MmCorpus(32 documents, 744 features, 3970 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_07.gz
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start dictionary 22:53:15
finished dictionary 22:53:15
Dictionary(617 unique tokens: ['nearly', 'deputy', 'die', 'right', 'online']...)
MmCorpus(33 documents, 617 features, 3123 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_08.gz
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start dictionary 22:53:15
finished dictionary 22:53:15
Dictionary(970 unique tokens: ['warrant', 'nothing', 'establish', 'hard', 'right']...)
MmCorpus(38 documents, 970 features, 5207 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_09.gz
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start dictionary 22:53:15
finished dictionary 22:53:15
Dictionary(1251 unique tokens: ['2007', 'nothing', 'parliament', 'establish', 'hard']...)
MmCorpus(55 documents, 1251 features, 7078 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_10.gz
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start dictionary 22:53:15
finished dictionary 22:53:18
Dictionary(29224 unique tokens: ['bipartisan_support', 'moment', '450', 'mark_heinrich', 'circumspect']...)
MmCorpus(8470 documents, 29224 features, 2106570 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_11.gz
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start dictionary 22:53:23
finished dictionary 22:53:26
Dictionary(30816 unique tokens: ['fissure', 'bipartisan_support', 'moment', '450', 'mark_heinrich']...)
MmCorpus(8212 documents, 30816 features, 1784141 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2015_12.gz
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start dictionary 22:53:30
finished dictionary 22:53:33
Dictionary(23313 unique tokens: ['bipartisan_support', 'sister', '450', 'mark_heinrich', 'circumspect']...)
MmCorpus(5283 documents, 23313 features, 1206817 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_01.gz
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start dictionary 22:53:35
finished dictionary 22:53:37
Dictionary(23292 unique tokens: ['bipartisan_support', 'sister', 'topple_longtime', 'mark_heinrich', 'prosthetic']...)
MmCorpus(4931 documents, 23292 features, 1125041 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_02.gz
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start dictionary 22:53:40
finished dictionary 22:53:43
Dictionary(28429 unique tokens: ['bipartisan_support', 'sister', 'topple_longtime', 'mark_heinrich', 'circumspect']...)
MmCorpus(6397 documents, 28429 features, 1560551 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_03.gz
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start dictionary 22:53:47
finished dictionary 22:53:51
Dictionary(34739 unique tokens: ['inflight', 'bipartisan_support', 'erol', 'tomlinson', 'muhairbi']...)
MmCorpus(10076 documents, 34739 features, 2464302 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_04.gz
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start dictionary 22:53:57
finished dictionary 22:53:59
Dictionary(25078 unique tokens: ['richardson', 'bipartisan_support', 'erol', '5.6_billion', '450']...)
MmCorpus(5588 documents, 25078 features, 1397309 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_05.gz
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start dictionary 22:54:03
finished dictionary 22:54:08
Dictionary(41436 unique tokens: ['bipartisan_support', 'learmount', 'baerbel', 'mark_heinrich', 'circumspect']...)
MmCorpus(12461 documents, 41436 features, 3146653 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_06.gz
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start dictionary 22:54:16
finished dictionary 22:54:21
Dictionary(41959 unique tokens: ['bipartisan_support', 'erol', 'sister', 'muhairbi', '450']...)
MmCorpus(11351 documents, 41959 features, 3023977 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_07.gz
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start dictionary 22:54:29
finished dictionary 22:54:33
Dictionary(36193 unique tokens: ['richardson', 'bipartisan_support', 'erol', 'moment', '450']...)
MmCorpus(9823 documents, 36193 features, 2617440 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_08.gz
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start dictionary 22:54:39
finished dictionary 22:54:45
Dictionary(42286 unique tokens: ['450', 'erol', 'moment', '14,500', 'mark_heinrich']...)
MmCorpus(13362 documents, 42286 features, 3356266 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_09.gz
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start dictionary 22:54:54
finished dictionary 22:54:59
Dictionary(43465 unique tokens: ['startet', 'bipartisan_support', 'moment', '14,500', '450']...)
MmCorpus(13841 documents, 43465 features, 3378238 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_10.gz
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start dictionary 22:55:07
finished dictionary 22:55:11
Dictionary(34703 unique tokens: ['fissure', '450', 'kinston', '29:1', 'mark_heinrich']...)
MmCorpus(10838 documents, 34703 features, 2490683 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_11.gz
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start dictionary 22:55:17
finished dictionary 22:55:19
Dictionary(20975 unique tokens: ['remarkable_achievement', '450', 'moment', 'londoner', 'mark_heinrich']...)
MmCorpus(3432 documents, 20975 features, 777322 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2016_12.gz
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start dictionary 22:55:21
finished dictionary 22:55:23
Dictionary(32581 unique tokens: ['richardson', 'bipartisan_support', 'moment', '450', 'mark_heinrich']...)
MmCorpus(6846 documents, 32581 features, 1596596 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2017_01.gz
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start dictionary 22:55:27
finished dictionary 22:55:30
Dictionary(29031 unique tokens: ['inflight', 'topple_longtime', 'erol', 'tomlinson', 'bipartisan_support']...)
MmCorpus(6443 documents, 29031 features, 1529792 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2017_02.gz
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start dictionary 22:55:34
finished dictionary 22:55:35
Dictionary(15624 unique tokens: ['450', 'sister', 'londoner', 'capture', 'impulsive']...)
MmCorpus(2447 documents, 15624 features, 557647 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2017_03.gz
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start dictionary 22:55:36
finished dictionary 22:55:38
Dictionary(20463 unique tokens: ['remarkable_achievement', 'bipartisan_support', 'tomlinson', 'akoth', '14,500']...)
MmCorpus(3665 documents, 20463 features, 815560 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2017_04.gz
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start dictionary 22:55:39
finished dictionary 22:55:42
Dictionary(29725 unique tokens: ['إيواء', 'bipartisan_support', 'tomlinson', 'لینكه\u200cی', '450']...)
MmCorpus(6166 documents, 29725 features, 1507559 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2017_05.gz
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start dictionary 22:55:46
finished dictionary 22:55:48
Dictionary(21999 unique tokens: ['bipartisan_support', 'tomlinson', '450', 'mark_heinrich', 'circumspect']...)
MmCorpus(3666 documents, 21999 features, 947389 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2017_06.gz
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start dictionary 22:55:50
finished dictionary 22:55:52
Dictionary(24309 unique tokens: ['richardson', 'bipartisan_support', 'moment', '450', 'mark_heinrich']...)
MmCorpus(4672 documents, 24309 features, 1127502 non-zero entries)
dynamic_nmf/data/windowbin/slices/tokenized_window_2017_07.gz
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start dictionary 22:55:55
finished dictionary 22:55:55
Dictionary(3032 unique tokens: ['col', '2010', 'participant', 'capture', '2017']...)
MmCorpus(144 documents, 3032 features, 29780 non-zero entries)
CPU times: user 10min 52s, sys: 3.75 s, total: 10min 56s
Wall time: 10min 56s

















In [4]:



    


def generate_lda(dictionary, corpus, limit, window_docs=''):
    """
    Function to generate num_topics - LDA  
    
    Parameters:
    ----------
    dictionary : Gensim dictionary
    corpus : Gensim corpus
    limit : topic limit

    Range is incremented by 2
    """
    for num_topics in range(10, limit + 2, 2):
        print("Starting num topic {} ".format(num_topics) + datetime.now().strftime("%H:%M:%S"))
        mode_path = 'data/eos/lda/LDAmodel_%s_K_%02d.pkl' % (window_docs, num_topics)
        print(mode_path)
        lm = gensim.models.ldamulticore.LdaMulticore(corpus=corpus, num_topics=num_topics, 
                                                     id2word=dictionary, chunksize=2000, workers=7)
        joblib.dump(lm, mode_path)
        print("Finished num topic {} ".format(num_topics) + datetime.now().strftime("%H:%M:%S"))



    











In [5]:



    


%%time


def generate_lda_windows():
    window_list = glob.glob('dynamic_nmf/data/windowbin/slices/tokenized_window_20*.gz')
    window_list.sort()
    
    for window_docs in window_list:
        window_docs = window_docs[-10: -3]
        print("Starting topic modeing window {} ".format(window_docs) + datetime.now().strftime("%H:%M:%S"))
        print(dictionary_filepath % window_docs)
        print(bow_filepath % window_docs)
        # Load to memory
        corpus = gensim.corpora.MmCorpus(bow_filepath % window_docs)
        dictionary = gensim.corpora.Dictionary.load(dictionary_filepath % window_docs)

        generate_lda(dictionary=dictionary, corpus=corpus, limit=30, window_docs=window_docs)
        print("Finished topic modeing window {} ".format(window_docs) + datetime.now().strftime("%H:%M:%S"))
        
generate_lda_windows()



    


















    






Starting topic modeing window 2012_01 22:56:25
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
Starting num topic 10 22:56:25
data/eos/lda/LDAmodel_2012_01_K_10.pkl
Finished num topic 10 22:56:59
Starting num topic 12 22:56:59
data/eos/lda/LDAmodel_2012_01_K_12.pkl
Finished num topic 12 22:57:37
Starting num topic 14 22:57:37
data/eos/lda/LDAmodel_2012_01_K_14.pkl
Finished num topic 14 22:58:22
Starting num topic 16 22:58:22
data/eos/lda/LDAmodel_2012_01_K_16.pkl
Finished num topic 16 22:59:11
Starting num topic 18 22:59:11
data/eos/lda/LDAmodel_2012_01_K_18.pkl
Finished num topic 18 23:00:07
Starting num topic 20 23:00:07
data/eos/lda/LDAmodel_2012_01_K_20.pkl
Finished num topic 20 23:01:12
Starting num topic 22 23:01:12
data/eos/lda/LDAmodel_2012_01_K_22.pkl
Finished num topic 22 23:02:22
Starting num topic 24 23:02:22
data/eos/lda/LDAmodel_2012_01_K_24.pkl
Finished num topic 24 23:03:42
Starting num topic 26 23:03:42
data/eos/lda/LDAmodel_2012_01_K_26.pkl
Finished num topic 26 23:05:09
Starting num topic 28 23:05:09
data/eos/lda/LDAmodel_2012_01_K_28.pkl
Finished num topic 28 23:06:42
Starting num topic 30 23:06:42
data/eos/lda/LDAmodel_2012_01_K_30.pkl
Finished num topic 30 23:08:24
Finished topic modeing window 2012_01 23:08:24
Starting topic modeing window 2012_02 23:08:24
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
Starting num topic 10 23:08:24
data/eos/lda/LDAmodel_2012_02_K_10.pkl
Finished num topic 10 23:09:07
Starting num topic 12 23:09:07
data/eos/lda/LDAmodel_2012_02_K_12.pkl
Finished num topic 12 23:09:58
Starting num topic 14 23:09:58
data/eos/lda/LDAmodel_2012_02_K_14.pkl
Finished num topic 14 23:10:53
Starting num topic 16 23:10:53
data/eos/lda/LDAmodel_2012_02_K_16.pkl
Finished num topic 16 23:11:54
Starting num topic 18 23:11:54
data/eos/lda/LDAmodel_2012_02_K_18.pkl
Finished num topic 18 23:13:00
Starting num topic 20 23:13:00
data/eos/lda/LDAmodel_2012_02_K_20.pkl
Finished num topic 20 23:14:19
Starting num topic 22 23:14:19
data/eos/lda/LDAmodel_2012_02_K_22.pkl
Finished num topic 22 23:15:47
Starting num topic 24 23:15:47
data/eos/lda/LDAmodel_2012_02_K_24.pkl
Finished num topic 24 23:17:30
Starting num topic 26 23:17:30
data/eos/lda/LDAmodel_2012_02_K_26.pkl
Finished num topic 26 23:19:23
Starting num topic 28 23:19:23
data/eos/lda/LDAmodel_2012_02_K_28.pkl
Finished num topic 28 23:21:27
Starting num topic 30 23:21:27
data/eos/lda/LDAmodel_2012_02_K_30.pkl
Finished num topic 30 23:23:45
Finished topic modeing window 2012_02 23:23:45
Starting topic modeing window 2012_03 23:23:45
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
Starting num topic 10 23:23:45
data/eos/lda/LDAmodel_2012_03_K_10.pkl
Finished num topic 10 23:24:29
Starting num topic 12 23:24:29
data/eos/lda/LDAmodel_2012_03_K_12.pkl
Finished num topic 12 23:25:21
Starting num topic 14 23:25:21
data/eos/lda/LDAmodel_2012_03_K_14.pkl
Finished num topic 14 23:26:22
Starting num topic 16 23:26:22
data/eos/lda/LDAmodel_2012_03_K_16.pkl
Finished num topic 16 23:27:30
Starting num topic 18 23:27:30
data/eos/lda/LDAmodel_2012_03_K_18.pkl
Finished num topic 18 23:28:50
Starting num topic 20 23:28:50
data/eos/lda/LDAmodel_2012_03_K_20.pkl
Finished num topic 20 23:30:23
Starting num topic 22 23:30:23
data/eos/lda/LDAmodel_2012_03_K_22.pkl
Finished num topic 22 23:32:09
Starting num topic 24 23:32:09
data/eos/lda/LDAmodel_2012_03_K_24.pkl
Finished num topic 24 23:33:58
Starting num topic 26 23:33:58
data/eos/lda/LDAmodel_2012_03_K_26.pkl
Finished num topic 26 23:35:47
Starting num topic 28 23:35:47
data/eos/lda/LDAmodel_2012_03_K_28.pkl
Finished num topic 28 23:37:42
Starting num topic 30 23:37:42
data/eos/lda/LDAmodel_2012_03_K_30.pkl
Finished num topic 30 23:39:49
Finished topic modeing window 2012_03 23:39:49
Starting topic modeing window 2012_04 23:39:49
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
Starting num topic 10 23:39:50
data/eos/lda/LDAmodel_2012_04_K_10.pkl
Finished num topic 10 23:41:00
Starting num topic 12 23:41:00
data/eos/lda/LDAmodel_2012_04_K_12.pkl
Finished num topic 12 23:42:21
Starting num topic 14 23:42:21
data/eos/lda/LDAmodel_2012_04_K_14.pkl
Finished num topic 14 23:43:53
Starting num topic 16 23:43:53
data/eos/lda/LDAmodel_2012_04_K_16.pkl
Finished num topic 16 23:45:37
Starting num topic 18 23:45:37
data/eos/lda/LDAmodel_2012_04_K_18.pkl
Finished num topic 18 23:47:34
Starting num topic 20 23:47:34
data/eos/lda/LDAmodel_2012_04_K_20.pkl
Finished num topic 20 23:49:46
Starting num topic 22 23:49:46
data/eos/lda/LDAmodel_2012_04_K_22.pkl
Finished num topic 22 23:52:15
Starting num topic 24 23:52:15
data/eos/lda/LDAmodel_2012_04_K_24.pkl
Finished num topic 24 23:54:59
Starting num topic 26 23:54:59
data/eos/lda/LDAmodel_2012_04_K_26.pkl
Finished num topic 26 23:57:58
Starting num topic 28 23:57:58
data/eos/lda/LDAmodel_2012_04_K_28.pkl
Finished num topic 28 00:01:11
Starting num topic 30 00:01:11
data/eos/lda/LDAmodel_2012_04_K_30.pkl
Finished num topic 30 00:04:43
Finished topic modeing window 2012_04 00:04:43
Starting topic modeing window 2012_05 00:04:43
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
Starting num topic 10 00:04:43
data/eos/lda/LDAmodel_2012_05_K_10.pkl
Finished num topic 10 00:05:33
Starting num topic 12 00:05:33
data/eos/lda/LDAmodel_2012_05_K_12.pkl
Finished num topic 12 00:06:30
Starting num topic 14 00:06:30
data/eos/lda/LDAmodel_2012_05_K_14.pkl
Finished num topic 14 00:07:35
Starting num topic 16 00:07:35
data/eos/lda/LDAmodel_2012_05_K_16.pkl
Finished num topic 16 00:08:48
Starting num topic 18 00:08:48
data/eos/lda/LDAmodel_2012_05_K_18.pkl
Finished num topic 18 00:10:12
Starting num topic 20 00:10:12
data/eos/lda/LDAmodel_2012_05_K_20.pkl
Finished num topic 20 00:11:47
Starting num topic 22 00:11:47
data/eos/lda/LDAmodel_2012_05_K_22.pkl
Finished num topic 22 00:13:35
Starting num topic 24 00:13:35
data/eos/lda/LDAmodel_2012_05_K_24.pkl
Finished num topic 24 00:15:29
Starting num topic 26 00:15:29
data/eos/lda/LDAmodel_2012_05_K_26.pkl
Finished num topic 26 00:17:39
Starting num topic 28 00:17:39
data/eos/lda/LDAmodel_2012_05_K_28.pkl
Finished num topic 28 00:20:12
Starting num topic 30 00:20:12
data/eos/lda/LDAmodel_2012_05_K_30.pkl
Finished num topic 30 00:22:47
Finished topic modeing window 2012_05 00:22:47
Starting topic modeing window 2012_06 00:22:47
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
Starting num topic 10 00:22:47
data/eos/lda/LDAmodel_2012_06_K_10.pkl
Finished num topic 10 00:23:42
Starting num topic 12 00:23:42
data/eos/lda/LDAmodel_2012_06_K_12.pkl
Finished num topic 12 00:24:43
Starting num topic 14 00:24:43
data/eos/lda/LDAmodel_2012_06_K_14.pkl
Finished num topic 14 00:25:52
Starting num topic 16 00:25:52
data/eos/lda/LDAmodel_2012_06_K_16.pkl
Finished num topic 16 00:27:11
Starting num topic 18 00:27:11
data/eos/lda/LDAmodel_2012_06_K_18.pkl
Finished num topic 18 00:28:45
Starting num topic 20 00:28:45
data/eos/lda/LDAmodel_2012_06_K_20.pkl
Finished num topic 20 00:30:25
Starting num topic 22 00:30:25
data/eos/lda/LDAmodel_2012_06_K_22.pkl
Finished num topic 22 00:32:14
Starting num topic 24 00:32:14
data/eos/lda/LDAmodel_2012_06_K_24.pkl
Finished num topic 24 00:34:15
Starting num topic 26 00:34:15
data/eos/lda/LDAmodel_2012_06_K_26.pkl
Finished num topic 26 00:36:44
Starting num topic 28 00:36:44
data/eos/lda/LDAmodel_2012_06_K_28.pkl
Finished num topic 28 00:38:56
Starting num topic 30 00:38:56
data/eos/lda/LDAmodel_2012_06_K_30.pkl
Finished num topic 30 00:41:19
Finished topic modeing window 2012_06 00:41:19
Starting topic modeing window 2012_07 00:41:19
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
Starting num topic 10 00:41:19
data/eos/lda/LDAmodel_2012_07_K_10.pkl
Finished num topic 10 00:41:53
Starting num topic 12 00:41:53
data/eos/lda/LDAmodel_2012_07_K_12.pkl
Finished num topic 12 00:42:31
Starting num topic 14 00:42:31
data/eos/lda/LDAmodel_2012_07_K_14.pkl
Finished num topic 14 00:43:14
Starting num topic 16 00:43:14
data/eos/lda/LDAmodel_2012_07_K_16.pkl
Finished num topic 16 00:44:02
Starting num topic 18 00:44:02
data/eos/lda/LDAmodel_2012_07_K_18.pkl
Finished num topic 18 00:44:58
Starting num topic 20 00:44:58
data/eos/lda/LDAmodel_2012_07_K_20.pkl
Finished num topic 20 00:46:01
Starting num topic 22 00:46:01
data/eos/lda/LDAmodel_2012_07_K_22.pkl
Finished num topic 22 00:47:11
Starting num topic 24 00:47:11
data/eos/lda/LDAmodel_2012_07_K_24.pkl
Finished num topic 24 00:48:28
Starting num topic 26 00:48:28
data/eos/lda/LDAmodel_2012_07_K_26.pkl
Finished num topic 26 00:49:51
Starting num topic 28 00:49:51
data/eos/lda/LDAmodel_2012_07_K_28.pkl
Finished num topic 28 00:51:21
Starting num topic 30 00:51:21
data/eos/lda/LDAmodel_2012_07_K_30.pkl
Finished num topic 30 00:53:00
Finished topic modeing window 2012_07 00:53:00
Starting topic modeing window 2012_08 00:53:00
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
Starting num topic 10 00:53:00
data/eos/lda/LDAmodel_2012_08_K_10.pkl
Finished num topic 10 00:53:29
Starting num topic 12 00:53:29
data/eos/lda/LDAmodel_2012_08_K_12.pkl
Finished num topic 12 00:54:03
Starting num topic 14 00:54:03
data/eos/lda/LDAmodel_2012_08_K_14.pkl
Finished num topic 14 00:54:40
Starting num topic 16 00:54:40
data/eos/lda/LDAmodel_2012_08_K_16.pkl
Finished num topic 16 00:55:22
Starting num topic 18 00:55:22
data/eos/lda/LDAmodel_2012_08_K_18.pkl
Finished num topic 18 00:56:07
Starting num topic 20 00:56:07
data/eos/lda/LDAmodel_2012_08_K_20.pkl
Finished num topic 20 00:56:57
Starting num topic 22 00:56:57
data/eos/lda/LDAmodel_2012_08_K_22.pkl
Finished num topic 22 00:57:53
Starting num topic 24 00:57:53
data/eos/lda/LDAmodel_2012_08_K_24.pkl
Finished num topic 24 00:58:54
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data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
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data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
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data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
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data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
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data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
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data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
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data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
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data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
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data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
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data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
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data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
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data/eos/lda/LDAmodel_2013_07_K_10.pkl
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data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
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data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
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data/eos/dic_bow/bigram_dict_2013_10.dict
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Starting topic modeing window 2013_11 03:08:57
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
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data/eos/lda/LDAmodel_2013_11_K_10.pkl
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data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
Starting num topic 10 03:16:23
data/eos/lda/LDAmodel_2013_12_K_10.pkl
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Starting topic modeing window 2014_01 03:27:21
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
Starting num topic 10 03:27:21
data/eos/lda/LDAmodel_2014_01_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
Starting num topic 10 03:41:57
data/eos/lda/LDAmodel_2014_02_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
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data/eos/lda/LDAmodel_2014_03_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
Starting num topic 10 03:59:27
data/eos/lda/LDAmodel_2014_04_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
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data/eos/lda/LDAmodel_2014_05_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
Starting num topic 10 04:27:22
data/eos/lda/LDAmodel_2014_06_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
Starting num topic 10 04:37:51
data/eos/lda/LDAmodel_2014_07_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
Starting num topic 10 04:42:27
data/eos/lda/LDAmodel_2014_08_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
Starting num topic 10 04:52:20
data/eos/lda/LDAmodel_2014_09_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
Starting num topic 10 05:08:09
data/eos/lda/LDAmodel_2014_10_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
Starting num topic 10 05:26:32
data/eos/lda/LDAmodel_2014_11_K_10.pkl
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data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
Starting num topic 10 05:38:07
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data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
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data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
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data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
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data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
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data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
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data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
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data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
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data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
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data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
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data/eos/dic_bow/bigram_dict_2015_11.dict
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data/eos/dic_bow/bigram_dict_2015_12.dict
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data/eos/dic_bow/bigram_dict_2016_01.dict
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data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
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data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
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data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
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data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
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data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
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data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
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data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
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data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
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data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
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data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
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data/eos/lda/LDAmodel_2016_11_K_10.pkl
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data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
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data/eos/lda/LDAmodel_2016_12_K_10.pkl
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data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
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data/eos/lda/LDAmodel_2017_01_K_10.pkl
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data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
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data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
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data/eos/lda/LDAmodel_2017_03_K_20.pkl
Finished num topic 20 08:05:47
Starting num topic 22 08:05:47
data/eos/lda/LDAmodel_2017_03_K_22.pkl
Finished num topic 22 08:06:23
Starting num topic 24 08:06:23
data/eos/lda/LDAmodel_2017_03_K_24.pkl
Finished num topic 24 08:07:00
Starting num topic 26 08:07:00
data/eos/lda/LDAmodel_2017_03_K_26.pkl
Finished num topic 26 08:07:40
Starting num topic 28 08:07:40
data/eos/lda/LDAmodel_2017_03_K_28.pkl
Finished num topic 28 08:08:22
Starting num topic 30 08:08:22
data/eos/lda/LDAmodel_2017_03_K_30.pkl
Finished num topic 30 08:09:05
Finished topic modeing window 2017_03 08:09:05
Starting topic modeing window 2017_04 08:09:05
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
Starting num topic 10 08:09:05
data/eos/lda/LDAmodel_2017_04_K_10.pkl
Finished num topic 10 08:09:20
Starting num topic 12 08:09:20
data/eos/lda/LDAmodel_2017_04_K_12.pkl
Finished num topic 12 08:09:37
Starting num topic 14 08:09:37
data/eos/lda/LDAmodel_2017_04_K_14.pkl
Finished num topic 14 08:09:57
Starting num topic 16 08:09:57
data/eos/lda/LDAmodel_2017_04_K_16.pkl
Finished num topic 16 08:10:21
Starting num topic 18 08:10:21
data/eos/lda/LDAmodel_2017_04_K_18.pkl
Finished num topic 18 08:10:47
Starting num topic 20 08:10:47
data/eos/lda/LDAmodel_2017_04_K_20.pkl
Finished num topic 20 08:11:17
Starting num topic 22 08:11:17
data/eos/lda/LDAmodel_2017_04_K_22.pkl
Finished num topic 22 08:11:49
Starting num topic 24 08:11:49
data/eos/lda/LDAmodel_2017_04_K_24.pkl
Finished num topic 24 08:12:22
Starting num topic 26 08:12:22
data/eos/lda/LDAmodel_2017_04_K_26.pkl
Finished num topic 26 08:12:58
Starting num topic 28 08:12:58
data/eos/lda/LDAmodel_2017_04_K_28.pkl
Finished num topic 28 08:13:35
Starting num topic 30 08:13:35
data/eos/lda/LDAmodel_2017_04_K_30.pkl
Finished num topic 30 08:14:16
Finished topic modeing window 2017_04 08:14:16
Starting topic modeing window 2017_05 08:14:16
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
Starting num topic 10 08:14:16
data/eos/lda/LDAmodel_2017_05_K_10.pkl
Finished num topic 10 08:14:41
Starting num topic 12 08:14:41
data/eos/lda/LDAmodel_2017_05_K_12.pkl
Finished num topic 12 08:15:08
Starting num topic 14 08:15:08
data/eos/lda/LDAmodel_2017_05_K_14.pkl
Finished num topic 14 08:15:40
Starting num topic 16 08:15:40
data/eos/lda/LDAmodel_2017_05_K_16.pkl
Finished num topic 16 08:16:14
Starting num topic 18 08:16:14
data/eos/lda/LDAmodel_2017_05_K_18.pkl
Finished num topic 18 08:16:52
Starting num topic 20 08:16:52
data/eos/lda/LDAmodel_2017_05_K_20.pkl
Finished num topic 20 08:17:31
Starting num topic 22 08:17:31
data/eos/lda/LDAmodel_2017_05_K_22.pkl
Finished num topic 22 08:18:14
Starting num topic 24 08:18:14
data/eos/lda/LDAmodel_2017_05_K_24.pkl
Finished num topic 24 08:18:58
Starting num topic 26 08:18:58
data/eos/lda/LDAmodel_2017_05_K_26.pkl
Finished num topic 26 08:19:44
Starting num topic 28 08:19:44
data/eos/lda/LDAmodel_2017_05_K_28.pkl
Finished num topic 28 08:20:32
Starting num topic 30 08:20:32
data/eos/lda/LDAmodel_2017_05_K_30.pkl
Finished num topic 30 08:21:24
Finished topic modeing window 2017_05 08:21:24
Starting topic modeing window 2017_06 08:21:24
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
Starting num topic 10 08:21:24
data/eos/lda/LDAmodel_2017_06_K_10.pkl
Finished num topic 10 08:21:40
Starting num topic 12 08:21:40
data/eos/lda/LDAmodel_2017_06_K_12.pkl
Finished num topic 12 08:21:59
Starting num topic 14 08:21:59
data/eos/lda/LDAmodel_2017_06_K_14.pkl
Finished num topic 14 08:22:20
Starting num topic 16 08:22:20
data/eos/lda/LDAmodel_2017_06_K_16.pkl
Finished num topic 16 08:22:43
Starting num topic 18 08:22:43
data/eos/lda/LDAmodel_2017_06_K_18.pkl
Finished num topic 18 08:23:07
Starting num topic 20 08:23:07
data/eos/lda/LDAmodel_2017_06_K_20.pkl
Finished num topic 20 08:23:33
Starting num topic 22 08:23:33
data/eos/lda/LDAmodel_2017_06_K_22.pkl
Finished num topic 22 08:24:02
Starting num topic 24 08:24:02
data/eos/lda/LDAmodel_2017_06_K_24.pkl
Finished num topic 24 08:24:33
Starting num topic 26 08:24:33
data/eos/lda/LDAmodel_2017_06_K_26.pkl
Finished num topic 26 08:25:07
Starting num topic 28 08:25:07
data/eos/lda/LDAmodel_2017_06_K_28.pkl
Finished num topic 28 08:25:44
Starting num topic 30 08:25:44
data/eos/lda/LDAmodel_2017_06_K_30.pkl
Finished num topic 30 08:26:22
Finished topic modeing window 2017_06 08:26:22
Starting topic modeing window 2017_07 08:26:22
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
Starting num topic 10 08:26:22
data/eos/lda/LDAmodel_2017_07_K_10.pkl
Finished num topic 10 08:26:24
Starting num topic 12 08:26:24
data/eos/lda/LDAmodel_2017_07_K_12.pkl
Finished num topic 12 08:26:27
Starting num topic 14 08:26:27
data/eos/lda/LDAmodel_2017_07_K_14.pkl
Finished num topic 14 08:26:29
Starting num topic 16 08:26:29
data/eos/lda/LDAmodel_2017_07_K_16.pkl
Finished num topic 16 08:26:32
Starting num topic 18 08:26:32
data/eos/lda/LDAmodel_2017_07_K_18.pkl
Finished num topic 18 08:26:35
Starting num topic 20 08:26:35
data/eos/lda/LDAmodel_2017_07_K_20.pkl
Finished num topic 20 08:26:37
Starting num topic 22 08:26:37
data/eos/lda/LDAmodel_2017_07_K_22.pkl
Finished num topic 22 08:26:40
Starting num topic 24 08:26:40
data/eos/lda/LDAmodel_2017_07_K_24.pkl
Finished num topic 24 08:26:44
Starting num topic 26 08:26:44
data/eos/lda/LDAmodel_2017_07_K_26.pkl
Finished num topic 26 08:26:47
Starting num topic 28 08:26:47
data/eos/lda/LDAmodel_2017_07_K_28.pkl
Finished num topic 28 08:26:50
Starting num topic 30 08:26:50
data/eos/lda/LDAmodel_2017_07_K_30.pkl
Finished num topic 30 08:26:54
Finished topic modeing window 2017_07 08:26:54
CPU times: user 7h 47min 2s, sys: 7h 16min 17s, total: 15h 3min 20s
Wall time: 9h 30min 28s

LDA evaluation





In [3]:



    


# To get the topic words from the model
def get_topics(ldamodel, num_topics, num_words):
    topics = []
    for topic_id, topic in ldamodel.show_topics(num_topics=num_topics, num_words=num_words, formatted=False):
        topic = [word for word, _ in topic]
        topics.append(topic)
    return topics

# ldamodel = joblib.load('data/eos/lda/28_LDAmodel_EOS.pkl') 
# print(get_topics(ldamodel))



    











In [ ]:



    


%%time
               

def eval_lda(fname, corpus_text, topic_num):
    
    ldamodel = joblib.load(fname) 
    print("Topic modeling loaded, starting coherence calculation " + fname + datetime.now().strftime("%H:%M:%S"))
    cm = CoherenceModel(dictionary=dictionary, corpus=corpus, 
                        texts=corpus_text, topics=get_topics(ldamodel, topic_num, 10), coherence='c_v')
#     print(cm)
    coherence = cm.get_coherence()
    print("finished model " + fname + " coherence {} ".format(coherence) + datetime.now().strftime("%H:%M:%S"))
    return [topic_num, coherence]


def execute_eval(topic_model_path):
    model_list = glob.glob(topic_model_path)
    model_list.sort()
    corpus_text = MyDocuments('data/eos/ngram/bigram_transformed_docs_%s.gz' % 'all')
    coherence_list = []
    for fname in model_list:
        topic_num = int(fname[13:15])
        coherence = eval_lda(fname, corpus_text, topic_num)
        coherence_list.append(coherence)
    
    coherence_list.sort(key=lambda x: x[0])
    print(coherence_list)
        
    # Show graph
    indices = [x[0] for x in coherence_list]
    y = [abs(x[1]) for x in coherence_list]
    n = len(coherence_list)
    x = range(n)
    plt.bar(x, y, width=0.2, tick_label=indices, align='center')
    plt.xlabel('Models')
    plt.ylabel('Coherence Value')
    plt.show()
    plt.savefig('data/eos/graphs/%s_coherence.png' % topic_model_path[15:-4], dpi=1200)



    











In [ ]:



    


%%time

topic_model_path = 'data/eos/lda/*_LDAmodel_EOS.pkl'
# topic_model_path = 'data/eos/lda/*_LSImodel_EOS.pkl'
# topic_model_path = 'data/eos/lda/*_Malletmodel_EOS.pkl'
execute_eval(topic_model_path)

Evaluate topic LSA Mallet models





In [6]:



    


def mallet_lda_build(num_topics, dictionary, corpus, mallet_model_path):
    mallet_bin = '/home/sonic/sonic/mallet-2.0.8/bin/mallet'
    print ("start modeling LDA Mallet " + datetime.now().strftime("%H:%M:%S"))
    lda_mallet_model = gensim.models.wrappers.LdaMallet(mallet_bin, corpus=corpus, workers=7,
                                               num_topics=num_topics, id2word=dictionary)

    joblib.dump(lda_mallet_model, mallet_model_path)
    print ("finished modeling LDA Mallet, number of topics {}, ".format(num_topics) + datetime.now().strftime("%H:%M:%S"))
    return lda_mallet_model



    











In [7]:



    


def lsi_model_build(num_topics, dictionary, corpus, lsi_model_path):
    print ("start modeling lsi " + datetime.now().strftime("%H:%M:%S"))
    lsimodel = gensim.models.lsimodel.LsiModel(corpus=corpus, num_topics=num_topics, id2word=dictionary)
    joblib.dump(lsimodel, lsi_model_path)
    #     lsimodel.show_topics(num_topics=10)  # Showing only the top 5 topics
    print ("finished modeling lsi, number of topics {}, ".format(num_topics) + datetime.now().strftime("%H:%M:%S"))
    return lsimodel



    











In [14]:



    


%%time 


def generate_mallet(limit):
    """
    Function to generate num_topics - LDA  
    
    Parameters:
    ----------
    limit : topic limit

    Range is incremented by 2
    """
    window_list = glob.glob('dynamic_nmf/data/windowbin/slices/tokenized_window_20*.gz')
    window_list.sort()
    
    for window_docs in window_list:
        window_docs = window_docs[-10: -3]
        # Load to memory
        corpus = gensim.corpora.MmCorpus(bow_filepath % window_docs)
        dictionary = gensim.corpora.Dictionary.load(dictionary_filepath % window_docs)
        for num_topics in range(10, limit + 2, 2):
            print("Starting num topic {} ".format(num_topics) + datetime.now().strftime("%H:%M:%S"))
            mallet_model_path = 'data/eos/mallet/Malletmodel_%s_K_%02d.pkl' % (window_docs, num_topics)
            mallet_lda_build(num_topics, dictionary, corpus, mallet_model_path)
            print("Finished topic modeing window {} ".format(window_docs) + datetime.now().strftime("%H:%M:%S"))

        
        
def generate_lsi(limit):
    """
    Perform TF-IDF ttransformation
    """
    window_list = glob.glob('dynamic_nmf/data/windowbin/slices/tokenized_window_20*.gz')
    window_list.sort()
    
    for window_docs in window_list:
        window_docs = window_docs[-10: -3]
        # Load to memory
        corpus = gensim.corpora.MmCorpus(bow_filepath % window_docs)
        tfidf = gensim.models.TfidfModel(corpus) 
        dictionary = gensim.corpora.Dictionary.load(dictionary_filepath % window_docs)
        tfidf_corpus = tfidf[corpus]
        for num_topics in range(10, limit + 2, 2):
            print("Starting num topic {} ".format(num_topics) + datetime.now().strftime("%H:%M:%S"))
#             print(dictionary_filepath % window_docs)
#             print(bow_filepath % window_docs)
            lsi_model_path = 'data/eos/lsi/LSImodel_%s_K_%02d.pkl' % (window_docs,num_topics)
            lsi_model_build(num_topics, dictionary, tfidf_corpus, lsi_model_path)
            print("Finished topic modeing window {} ".format(window_docs) + datetime.now().strftime("%H:%M:%S"))



    


















    






CPU times: user 0 ns, sys: 0 ns, total: 0 ns
Wall time: 6.44 µs

















In [13]:



    


%%time

dictionary_filepath = 'data/eos/dic_bow/bigram_dict_%s.dict' 
bow_filepath = 'data/eos/dic_bow/bigram_bow_corpus_%s.mm' 

generate_lsi(limit=30)



    


















    






Starting num topic 10 23:50:42
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:50:42
finished modeling lsi, number of topics 10, 23:51:04
Finished topic modeing window 2012_01 23:51:04
Starting num topic 12 23:51:04
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:51:04
finished modeling lsi, number of topics 12, 23:51:27
Finished topic modeing window 2012_01 23:51:27
Starting num topic 14 23:51:27
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:51:27
finished modeling lsi, number of topics 14, 23:51:49
Finished topic modeing window 2012_01 23:51:49
Starting num topic 16 23:51:49
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:51:49
finished modeling lsi, number of topics 16, 23:52:12
Finished topic modeing window 2012_01 23:52:12
Starting num topic 18 23:52:12
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:52:12
finished modeling lsi, number of topics 18, 23:52:35
Finished topic modeing window 2012_01 23:52:35
Starting num topic 20 23:52:35
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:52:35
finished modeling lsi, number of topics 20, 23:52:58
Finished topic modeing window 2012_01 23:52:58
Starting num topic 22 23:52:58
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:52:58
finished modeling lsi, number of topics 22, 23:53:22
Finished topic modeing window 2012_01 23:53:22
Starting num topic 24 23:53:22
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:53:22
finished modeling lsi, number of topics 24, 23:53:46
Finished topic modeing window 2012_01 23:53:46
Starting num topic 26 23:53:46
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:53:46
finished modeling lsi, number of topics 26, 23:54:10
Finished topic modeing window 2012_01 23:54:10
Starting num topic 28 23:54:10
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:54:10
finished modeling lsi, number of topics 28, 23:54:35
Finished topic modeing window 2012_01 23:54:35
Starting num topic 30 23:54:35
data/eos/dic_bow/bigram_dict_2012_01.dict
data/eos/dic_bow/bigram_bow_corpus_2012_01.mm
start modeling lsi 23:54:35
finished modeling lsi, number of topics 30, 23:54:57
Finished topic modeing window 2012_01 23:54:57
Starting num topic 10 23:55:05
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:55:05
finished modeling lsi, number of topics 10, 23:55:23
Finished topic modeing window 2012_02 23:55:23
Starting num topic 12 23:55:23
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:55:23
finished modeling lsi, number of topics 12, 23:55:41
Finished topic modeing window 2012_02 23:55:41
Starting num topic 14 23:55:41
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:55:41
finished modeling lsi, number of topics 14, 23:55:59
Finished topic modeing window 2012_02 23:55:59
Starting num topic 16 23:55:59
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:55:59
finished modeling lsi, number of topics 16, 23:56:18
Finished topic modeing window 2012_02 23:56:18
Starting num topic 18 23:56:18
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:56:18
finished modeling lsi, number of topics 18, 23:56:36
Finished topic modeing window 2012_02 23:56:36
Starting num topic 20 23:56:36
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:56:36
finished modeling lsi, number of topics 20, 23:56:55
Finished topic modeing window 2012_02 23:56:55
Starting num topic 22 23:56:55
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:56:55
finished modeling lsi, number of topics 22, 23:57:14
Finished topic modeing window 2012_02 23:57:14
Starting num topic 24 23:57:14
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:57:14
finished modeling lsi, number of topics 24, 23:57:33
Finished topic modeing window 2012_02 23:57:33
Starting num topic 26 23:57:33
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:57:33
finished modeling lsi, number of topics 26, 23:57:52
Finished topic modeing window 2012_02 23:57:52
Starting num topic 28 23:57:52
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:57:52
finished modeling lsi, number of topics 28, 23:58:12
Finished topic modeing window 2012_02 23:58:12
Starting num topic 30 23:58:12
data/eos/dic_bow/bigram_dict_2012_02.dict
data/eos/dic_bow/bigram_bow_corpus_2012_02.mm
start modeling lsi 23:58:12
finished modeling lsi, number of topics 30, 23:58:29
Finished topic modeing window 2012_02 23:58:29
Starting num topic 10 23:58:39
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 23:58:39
finished modeling lsi, number of topics 10, 23:59:06
Finished topic modeing window 2012_03 23:59:06
Starting num topic 12 23:59:06
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 23:59:06
finished modeling lsi, number of topics 12, 23:59:33
Finished topic modeing window 2012_03 23:59:33
Starting num topic 14 23:59:33
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 23:59:33
finished modeling lsi, number of topics 14, 00:00:01
Finished topic modeing window 2012_03 00:00:01
Starting num topic 16 00:00:01
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 00:00:01
finished modeling lsi, number of topics 16, 00:00:29
Finished topic modeing window 2012_03 00:00:29
Starting num topic 18 00:00:29
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 00:00:29
finished modeling lsi, number of topics 18, 00:00:57
Finished topic modeing window 2012_03 00:00:57
Starting num topic 20 00:00:57
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 00:00:57
finished modeling lsi, number of topics 20, 00:01:25
Finished topic modeing window 2012_03 00:01:25
Starting num topic 22 00:01:25
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 00:01:25
finished modeling lsi, number of topics 22, 00:01:54
Finished topic modeing window 2012_03 00:01:54
Starting num topic 24 00:01:54
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 00:01:54
finished modeling lsi, number of topics 24, 00:02:23
Finished topic modeing window 2012_03 00:02:23
Starting num topic 26 00:02:23
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 00:02:23
finished modeling lsi, number of topics 26, 00:02:53
Finished topic modeing window 2012_03 00:02:53
Starting num topic 28 00:02:53
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 00:02:53
finished modeling lsi, number of topics 28, 00:03:24
Finished topic modeing window 2012_03 00:03:24
Starting num topic 30 00:03:24
data/eos/dic_bow/bigram_dict_2012_03.dict
data/eos/dic_bow/bigram_bow_corpus_2012_03.mm
start modeling lsi 00:03:24
finished modeling lsi, number of topics 30, 00:03:50
Finished topic modeing window 2012_03 00:03:50
Starting num topic 10 00:04:07
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:04:07
finished modeling lsi, number of topics 10, 00:04:48
Finished topic modeing window 2012_04 00:04:48
Starting num topic 12 00:04:48
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:04:48
finished modeling lsi, number of topics 12, 00:05:30
Finished topic modeing window 2012_04 00:05:30
Starting num topic 14 00:05:30
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:05:30
finished modeling lsi, number of topics 14, 00:06:13
Finished topic modeing window 2012_04 00:06:13
Starting num topic 16 00:06:13
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:06:13
finished modeling lsi, number of topics 16, 00:06:56
Finished topic modeing window 2012_04 00:06:56
Starting num topic 18 00:06:56
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:06:56
finished modeling lsi, number of topics 18, 00:07:40
Finished topic modeing window 2012_04 00:07:40
Starting num topic 20 00:07:40
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:07:40
finished modeling lsi, number of topics 20, 00:08:24
Finished topic modeing window 2012_04 00:08:24
Starting num topic 22 00:08:24
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:08:24
finished modeling lsi, number of topics 22, 00:09:08
Finished topic modeing window 2012_04 00:09:08
Starting num topic 24 00:09:08
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:09:08
finished modeling lsi, number of topics 24, 00:09:53
Finished topic modeing window 2012_04 00:09:53
Starting num topic 26 00:09:53
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:09:53
finished modeling lsi, number of topics 26, 00:10:38
Finished topic modeing window 2012_04 00:10:38
Starting num topic 28 00:10:38
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:10:38
finished modeling lsi, number of topics 28, 00:11:26
Finished topic modeing window 2012_04 00:11:26
Starting num topic 30 00:11:26
data/eos/dic_bow/bigram_dict_2012_04.dict
data/eos/dic_bow/bigram_bow_corpus_2012_04.mm
start modeling lsi 00:11:26
finished modeling lsi, number of topics 30, 00:12:07
Finished topic modeing window 2012_04 00:12:07
Starting num topic 10 00:12:19
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:12:19
finished modeling lsi, number of topics 10, 00:12:50
Finished topic modeing window 2012_05 00:12:50
Starting num topic 12 00:12:50
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:12:50
finished modeling lsi, number of topics 12, 00:13:21
Finished topic modeing window 2012_05 00:13:21
Starting num topic 14 00:13:21
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:13:21
finished modeling lsi, number of topics 14, 00:13:53
Finished topic modeing window 2012_05 00:13:53
Starting num topic 16 00:13:53
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:13:53
finished modeling lsi, number of topics 16, 00:14:25
Finished topic modeing window 2012_05 00:14:25
Starting num topic 18 00:14:25
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:14:25
finished modeling lsi, number of topics 18, 00:14:57
Finished topic modeing window 2012_05 00:14:57
Starting num topic 20 00:14:57
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:14:57
finished modeling lsi, number of topics 20, 00:15:30
Finished topic modeing window 2012_05 00:15:30
Starting num topic 22 00:15:30
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:15:30
finished modeling lsi, number of topics 22, 00:16:03
Finished topic modeing window 2012_05 00:16:03
Starting num topic 24 00:16:03
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:16:03
finished modeling lsi, number of topics 24, 00:16:36
Finished topic modeing window 2012_05 00:16:36
Starting num topic 26 00:16:36
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:16:36
finished modeling lsi, number of topics 26, 00:17:10
Finished topic modeing window 2012_05 00:17:10
Starting num topic 28 00:17:10
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:17:10
finished modeling lsi, number of topics 28, 00:17:44
Finished topic modeing window 2012_05 00:17:44
Starting num topic 30 00:17:44
data/eos/dic_bow/bigram_dict_2012_05.dict
data/eos/dic_bow/bigram_bow_corpus_2012_05.mm
start modeling lsi 00:17:44
finished modeling lsi, number of topics 30, 00:18:16
Finished topic modeing window 2012_05 00:18:16
Starting num topic 10 00:18:27
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:18:27
finished modeling lsi, number of topics 10, 00:18:56
Finished topic modeing window 2012_06 00:18:56
Starting num topic 12 00:18:56
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:18:56
finished modeling lsi, number of topics 12, 00:19:26
Finished topic modeing window 2012_06 00:19:26
Starting num topic 14 00:19:26
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:19:26
finished modeling lsi, number of topics 14, 00:19:56
Finished topic modeing window 2012_06 00:19:56
Starting num topic 16 00:19:56
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:19:56
finished modeling lsi, number of topics 16, 00:20:27
Finished topic modeing window 2012_06 00:20:27
Starting num topic 18 00:20:27
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:20:27
finished modeling lsi, number of topics 18, 00:20:58
Finished topic modeing window 2012_06 00:20:58
Starting num topic 20 00:20:58
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:20:58
finished modeling lsi, number of topics 20, 00:21:30
Finished topic modeing window 2012_06 00:21:30
Starting num topic 22 00:21:30
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:21:30
finished modeling lsi, number of topics 22, 00:22:03
Finished topic modeing window 2012_06 00:22:03
Starting num topic 24 00:22:03
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:22:03
finished modeling lsi, number of topics 24, 00:22:36
Finished topic modeing window 2012_06 00:22:36
Starting num topic 26 00:22:36
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:22:36
finished modeling lsi, number of topics 26, 00:23:09
Finished topic modeing window 2012_06 00:23:09
Starting num topic 28 00:23:09
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:23:09
finished modeling lsi, number of topics 28, 00:23:43
Finished topic modeing window 2012_06 00:23:43
Starting num topic 30 00:23:43
data/eos/dic_bow/bigram_dict_2012_06.dict
data/eos/dic_bow/bigram_bow_corpus_2012_06.mm
start modeling lsi 00:23:43
finished modeling lsi, number of topics 30, 00:24:13
Finished topic modeing window 2012_06 00:24:13
Starting num topic 10 00:24:21
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:24:21
finished modeling lsi, number of topics 10, 00:24:40
Finished topic modeing window 2012_07 00:24:40
Starting num topic 12 00:24:40
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:24:40
finished modeling lsi, number of topics 12, 00:24:59
Finished topic modeing window 2012_07 00:24:59
Starting num topic 14 00:24:59
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:24:59
finished modeling lsi, number of topics 14, 00:25:18
Finished topic modeing window 2012_07 00:25:18
Starting num topic 16 00:25:18
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:25:18
finished modeling lsi, number of topics 16, 00:25:38
Finished topic modeing window 2012_07 00:25:38
Starting num topic 18 00:25:38
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:25:38
finished modeling lsi, number of topics 18, 00:25:57
Finished topic modeing window 2012_07 00:25:57
Starting num topic 20 00:25:57
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:25:57
finished modeling lsi, number of topics 20, 00:26:17
Finished topic modeing window 2012_07 00:26:17
Starting num topic 22 00:26:17
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:26:17
finished modeling lsi, number of topics 22, 00:26:37
Finished topic modeing window 2012_07 00:26:37
Starting num topic 24 00:26:37
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:26:37
finished modeling lsi, number of topics 24, 00:26:57
Finished topic modeing window 2012_07 00:26:57
Starting num topic 26 00:26:57
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:26:57
finished modeling lsi, number of topics 26, 00:27:17
Finished topic modeing window 2012_07 00:27:17
Starting num topic 28 00:27:17
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:27:17
finished modeling lsi, number of topics 28, 00:27:37
Finished topic modeing window 2012_07 00:27:37
Starting num topic 30 00:27:37
data/eos/dic_bow/bigram_dict_2012_07.dict
data/eos/dic_bow/bigram_bow_corpus_2012_07.mm
start modeling lsi 00:27:37
finished modeling lsi, number of topics 30, 00:27:55
Finished topic modeing window 2012_07 00:27:55
Starting num topic 10 00:28:00
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:28:00
finished modeling lsi, number of topics 10, 00:28:11
Finished topic modeing window 2012_08 00:28:11
Starting num topic 12 00:28:11
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:28:11
finished modeling lsi, number of topics 12, 00:28:22
Finished topic modeing window 2012_08 00:28:22
Starting num topic 14 00:28:22
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:28:22
finished modeling lsi, number of topics 14, 00:28:33
Finished topic modeing window 2012_08 00:28:33
Starting num topic 16 00:28:33
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:28:33
finished modeling lsi, number of topics 16, 00:28:44
Finished topic modeing window 2012_08 00:28:44
Starting num topic 18 00:28:44
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:28:44
finished modeling lsi, number of topics 18, 00:28:56
Finished topic modeing window 2012_08 00:28:56
Starting num topic 20 00:28:56
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:28:56
finished modeling lsi, number of topics 20, 00:29:08
Finished topic modeing window 2012_08 00:29:08
Starting num topic 22 00:29:08
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:29:08
finished modeling lsi, number of topics 22, 00:29:20
Finished topic modeing window 2012_08 00:29:20
Starting num topic 24 00:29:20
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:29:20
finished modeling lsi, number of topics 24, 00:29:32
Finished topic modeing window 2012_08 00:29:32
Starting num topic 26 00:29:32
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:29:32
finished modeling lsi, number of topics 26, 00:29:44
Finished topic modeing window 2012_08 00:29:44
Starting num topic 28 00:29:44
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:29:44
finished modeling lsi, number of topics 28, 00:29:56
Finished topic modeing window 2012_08 00:29:56
Starting num topic 30 00:29:56
data/eos/dic_bow/bigram_dict_2012_08.dict
data/eos/dic_bow/bigram_bow_corpus_2012_08.mm
start modeling lsi 00:29:56
finished modeling lsi, number of topics 30, 00:30:07
Finished topic modeing window 2012_08 00:30:07
Starting num topic 10 00:30:08
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:08
finished modeling lsi, number of topics 10, 00:30:10
Finished topic modeing window 2012_09 00:30:10
Starting num topic 12 00:30:10
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:10
finished modeling lsi, number of topics 12, 00:30:12
Finished topic modeing window 2012_09 00:30:12
Starting num topic 14 00:30:12
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:12
finished modeling lsi, number of topics 14, 00:30:14
Finished topic modeing window 2012_09 00:30:14
Starting num topic 16 00:30:14
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:14
finished modeling lsi, number of topics 16, 00:30:16
Finished topic modeing window 2012_09 00:30:16
Starting num topic 18 00:30:16
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:16
finished modeling lsi, number of topics 18, 00:30:18
Finished topic modeing window 2012_09 00:30:18
Starting num topic 20 00:30:18
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:18
finished modeling lsi, number of topics 20, 00:30:20
Finished topic modeing window 2012_09 00:30:20
Starting num topic 22 00:30:20
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:20
finished modeling lsi, number of topics 22, 00:30:22
Finished topic modeing window 2012_09 00:30:22
Starting num topic 24 00:30:22
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:22
finished modeling lsi, number of topics 24, 00:30:24
Finished topic modeing window 2012_09 00:30:24
Starting num topic 26 00:30:24
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:24
finished modeling lsi, number of topics 26, 00:30:26
Finished topic modeing window 2012_09 00:30:26
Starting num topic 28 00:30:26
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:26
finished modeling lsi, number of topics 28, 00:30:28
Finished topic modeing window 2012_09 00:30:28
Starting num topic 30 00:30:28
data/eos/dic_bow/bigram_dict_2012_09.dict
data/eos/dic_bow/bigram_bow_corpus_2012_09.mm
start modeling lsi 00:30:28
finished modeling lsi, number of topics 30, 00:30:30
Finished topic modeing window 2012_09 00:30:30
Starting num topic 10 00:30:31
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:31
finished modeling lsi, number of topics 10, 00:30:33
Finished topic modeing window 2012_10 00:30:33
Starting num topic 12 00:30:33
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:33
finished modeling lsi, number of topics 12, 00:30:35
Finished topic modeing window 2012_10 00:30:35
Starting num topic 14 00:30:35
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:35
finished modeling lsi, number of topics 14, 00:30:37
Finished topic modeing window 2012_10 00:30:37
Starting num topic 16 00:30:37
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:37
finished modeling lsi, number of topics 16, 00:30:39
Finished topic modeing window 2012_10 00:30:39
Starting num topic 18 00:30:39
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:39
finished modeling lsi, number of topics 18, 00:30:41
Finished topic modeing window 2012_10 00:30:41
Starting num topic 20 00:30:41
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:41
finished modeling lsi, number of topics 20, 00:30:43
Finished topic modeing window 2012_10 00:30:43
Starting num topic 22 00:30:43
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:43
finished modeling lsi, number of topics 22, 00:30:45
Finished topic modeing window 2012_10 00:30:45
Starting num topic 24 00:30:45
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:45
finished modeling lsi, number of topics 24, 00:30:47
Finished topic modeing window 2012_10 00:30:47
Starting num topic 26 00:30:47
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:47
finished modeling lsi, number of topics 26, 00:30:49
Finished topic modeing window 2012_10 00:30:49
Starting num topic 28 00:30:49
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:49
finished modeling lsi, number of topics 28, 00:30:51
Finished topic modeing window 2012_10 00:30:51
Starting num topic 30 00:30:51
data/eos/dic_bow/bigram_dict_2012_10.dict
data/eos/dic_bow/bigram_bow_corpus_2012_10.mm
start modeling lsi 00:30:51
finished modeling lsi, number of topics 30, 00:30:53
Finished topic modeing window 2012_10 00:30:53
Starting num topic 10 00:30:54
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:30:54
finished modeling lsi, number of topics 10, 00:30:55
Finished topic modeing window 2012_11 00:30:55
Starting num topic 12 00:30:55
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:30:55
finished modeling lsi, number of topics 12, 00:30:57
Finished topic modeing window 2012_11 00:30:57
Starting num topic 14 00:30:57
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:30:57
finished modeling lsi, number of topics 14, 00:30:59
Finished topic modeing window 2012_11 00:30:59
Starting num topic 16 00:30:59
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:30:59
finished modeling lsi, number of topics 16, 00:31:01
Finished topic modeing window 2012_11 00:31:01
Starting num topic 18 00:31:01
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:31:01
finished modeling lsi, number of topics 18, 00:31:03
Finished topic modeing window 2012_11 00:31:03
Starting num topic 20 00:31:03
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:31:03
finished modeling lsi, number of topics 20, 00:31:04
Finished topic modeing window 2012_11 00:31:04
Starting num topic 22 00:31:04
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:31:04
finished modeling lsi, number of topics 22, 00:31:06
Finished topic modeing window 2012_11 00:31:06
Starting num topic 24 00:31:06
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:31:06
finished modeling lsi, number of topics 24, 00:31:08
Finished topic modeing window 2012_11 00:31:08
Starting num topic 26 00:31:08
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:31:08
finished modeling lsi, number of topics 26, 00:31:10
Finished topic modeing window 2012_11 00:31:10
Starting num topic 28 00:31:10
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:31:10
finished modeling lsi, number of topics 28, 00:31:12
Finished topic modeing window 2012_11 00:31:12
Starting num topic 30 00:31:12
data/eos/dic_bow/bigram_dict_2012_11.dict
data/eos/dic_bow/bigram_bow_corpus_2012_11.mm
start modeling lsi 00:31:12
finished modeling lsi, number of topics 30, 00:31:14
Finished topic modeing window 2012_11 00:31:14
Starting num topic 10 00:31:17
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:31:17
finished modeling lsi, number of topics 10, 00:31:24
Finished topic modeing window 2012_12 00:31:24
Starting num topic 12 00:31:24
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:31:24
finished modeling lsi, number of topics 12, 00:31:32
Finished topic modeing window 2012_12 00:31:32
Starting num topic 14 00:31:32
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:31:32
finished modeling lsi, number of topics 14, 00:31:39
Finished topic modeing window 2012_12 00:31:39
Starting num topic 16 00:31:39
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:31:39
finished modeling lsi, number of topics 16, 00:31:47
Finished topic modeing window 2012_12 00:31:47
Starting num topic 18 00:31:47
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:31:47
finished modeling lsi, number of topics 18, 00:31:55
Finished topic modeing window 2012_12 00:31:55
Starting num topic 20 00:31:55
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:31:55
finished modeling lsi, number of topics 20, 00:32:02
Finished topic modeing window 2012_12 00:32:02
Starting num topic 22 00:32:02
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:32:02
finished modeling lsi, number of topics 22, 00:32:10
Finished topic modeing window 2012_12 00:32:10
Starting num topic 24 00:32:10
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:32:10
finished modeling lsi, number of topics 24, 00:32:18
Finished topic modeing window 2012_12 00:32:18
Starting num topic 26 00:32:18
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:32:18
finished modeling lsi, number of topics 26, 00:32:26
Finished topic modeing window 2012_12 00:32:26
Starting num topic 28 00:32:26
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:32:26
finished modeling lsi, number of topics 28, 00:32:35
Finished topic modeing window 2012_12 00:32:35
Starting num topic 30 00:32:35
data/eos/dic_bow/bigram_dict_2012_12.dict
data/eos/dic_bow/bigram_bow_corpus_2012_12.mm
start modeling lsi 00:32:35
finished modeling lsi, number of topics 30, 00:32:42
Finished topic modeing window 2012_12 00:32:42
Starting num topic 10 00:32:47
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:32:47
finished modeling lsi, number of topics 10, 00:32:59
Finished topic modeing window 2013_01 00:32:59
Starting num topic 12 00:32:59
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:32:59
finished modeling lsi, number of topics 12, 00:33:12
Finished topic modeing window 2013_01 00:33:12
Starting num topic 14 00:33:12
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:33:12
finished modeling lsi, number of topics 14, 00:33:25
Finished topic modeing window 2013_01 00:33:25
Starting num topic 16 00:33:25
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:33:25
finished modeling lsi, number of topics 16, 00:33:37
Finished topic modeing window 2013_01 00:33:37
Starting num topic 18 00:33:37
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:33:37
finished modeling lsi, number of topics 18, 00:33:51
Finished topic modeing window 2013_01 00:33:51
Starting num topic 20 00:33:51
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:33:51
finished modeling lsi, number of topics 20, 00:34:04
Finished topic modeing window 2013_01 00:34:04
Starting num topic 22 00:34:04
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:34:04
finished modeling lsi, number of topics 22, 00:34:17
Finished topic modeing window 2013_01 00:34:17
Starting num topic 24 00:34:17
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:34:17
finished modeling lsi, number of topics 24, 00:34:31
Finished topic modeing window 2013_01 00:34:31
Starting num topic 26 00:34:31
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:34:31
finished modeling lsi, number of topics 26, 00:34:44
Finished topic modeing window 2013_01 00:34:44
Starting num topic 28 00:34:44
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:34:44
finished modeling lsi, number of topics 28, 00:34:58
Finished topic modeing window 2013_01 00:34:58
Starting num topic 30 00:34:58
data/eos/dic_bow/bigram_dict_2013_01.dict
data/eos/dic_bow/bigram_bow_corpus_2013_01.mm
start modeling lsi 00:34:58
finished modeling lsi, number of topics 30, 00:35:11
Finished topic modeing window 2013_01 00:35:11
Starting num topic 10 00:35:16
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:35:16
finished modeling lsi, number of topics 10, 00:35:28
Finished topic modeing window 2013_02 00:35:28
Starting num topic 12 00:35:28
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:35:28
finished modeling lsi, number of topics 12, 00:35:40
Finished topic modeing window 2013_02 00:35:40
Starting num topic 14 00:35:40
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:35:40
finished modeling lsi, number of topics 14, 00:35:52
Finished topic modeing window 2013_02 00:35:52
Starting num topic 16 00:35:52
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:35:52
finished modeling lsi, number of topics 16, 00:36:04
Finished topic modeing window 2013_02 00:36:04
Starting num topic 18 00:36:04
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:36:04
finished modeling lsi, number of topics 18, 00:36:17
Finished topic modeing window 2013_02 00:36:17
Starting num topic 20 00:36:17
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:36:17
finished modeling lsi, number of topics 20, 00:36:29
Finished topic modeing window 2013_02 00:36:29
Starting num topic 22 00:36:29
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:36:29
finished modeling lsi, number of topics 22, 00:36:42
Finished topic modeing window 2013_02 00:36:42
Starting num topic 24 00:36:42
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:36:42
finished modeling lsi, number of topics 24, 00:36:55
Finished topic modeing window 2013_02 00:36:55
Starting num topic 26 00:36:55
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:36:55
finished modeling lsi, number of topics 26, 00:37:08
Finished topic modeing window 2013_02 00:37:08
Starting num topic 28 00:37:08
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:37:08
finished modeling lsi, number of topics 28, 00:37:21
Finished topic modeing window 2013_02 00:37:21
Starting num topic 30 00:37:21
data/eos/dic_bow/bigram_dict_2013_02.dict
data/eos/dic_bow/bigram_bow_corpus_2013_02.mm
start modeling lsi 00:37:21
finished modeling lsi, number of topics 30, 00:37:33
Finished topic modeing window 2013_02 00:37:33
Starting num topic 10 00:37:40
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:37:40
finished modeling lsi, number of topics 10, 00:37:56
Finished topic modeing window 2013_03 00:37:56
Starting num topic 12 00:37:56
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:37:56
finished modeling lsi, number of topics 12, 00:38:12
Finished topic modeing window 2013_03 00:38:12
Starting num topic 14 00:38:12
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:38:12
finished modeling lsi, number of topics 14, 00:38:28
Finished topic modeing window 2013_03 00:38:28
Starting num topic 16 00:38:28
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:38:28
finished modeling lsi, number of topics 16, 00:38:45
Finished topic modeing window 2013_03 00:38:45
Starting num topic 18 00:38:45
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:38:45
finished modeling lsi, number of topics 18, 00:39:02
Finished topic modeing window 2013_03 00:39:02
Starting num topic 20 00:39:02
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:39:02
finished modeling lsi, number of topics 20, 00:39:18
Finished topic modeing window 2013_03 00:39:18
Starting num topic 22 00:39:18
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:39:18
finished modeling lsi, number of topics 22, 00:39:35
Finished topic modeing window 2013_03 00:39:35
Starting num topic 24 00:39:35
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:39:35
finished modeling lsi, number of topics 24, 00:39:53
Finished topic modeing window 2013_03 00:39:53
Starting num topic 26 00:39:53
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:39:53
finished modeling lsi, number of topics 26, 00:40:10
Finished topic modeing window 2013_03 00:40:10
Starting num topic 28 00:40:10
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:40:10
finished modeling lsi, number of topics 28, 00:40:28
Finished topic modeing window 2013_03 00:40:28
Starting num topic 30 00:40:28
data/eos/dic_bow/bigram_dict_2013_03.dict
data/eos/dic_bow/bigram_bow_corpus_2013_03.mm
start modeling lsi 00:40:28
finished modeling lsi, number of topics 30, 00:40:44
Finished topic modeing window 2013_03 00:40:44
Starting num topic 10 00:40:50
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:40:50
finished modeling lsi, number of topics 10, 00:41:04
Finished topic modeing window 2013_04 00:41:04
Starting num topic 12 00:41:04
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:41:04
finished modeling lsi, number of topics 12, 00:41:19
Finished topic modeing window 2013_04 00:41:19
Starting num topic 14 00:41:19
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:41:19
finished modeling lsi, number of topics 14, 00:41:33
Finished topic modeing window 2013_04 00:41:33
Starting num topic 16 00:41:33
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:41:33
finished modeling lsi, number of topics 16, 00:41:48
Finished topic modeing window 2013_04 00:41:48
Starting num topic 18 00:41:48
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:41:48
finished modeling lsi, number of topics 18, 00:42:02
Finished topic modeing window 2013_04 00:42:02
Starting num topic 20 00:42:02
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:42:02
finished modeling lsi, number of topics 20, 00:42:17
Finished topic modeing window 2013_04 00:42:17
Starting num topic 22 00:42:17
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:42:17
finished modeling lsi, number of topics 22, 00:42:32
Finished topic modeing window 2013_04 00:42:32
Starting num topic 24 00:42:32
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:42:32
finished modeling lsi, number of topics 24, 00:42:48
Finished topic modeing window 2013_04 00:42:48
Starting num topic 26 00:42:48
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:42:48
finished modeling lsi, number of topics 26, 00:43:03
Finished topic modeing window 2013_04 00:43:03
Starting num topic 28 00:43:03
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:43:03
finished modeling lsi, number of topics 28, 00:43:18
Finished topic modeing window 2013_04 00:43:18
Starting num topic 30 00:43:18
data/eos/dic_bow/bigram_dict_2013_04.dict
data/eos/dic_bow/bigram_bow_corpus_2013_04.mm
start modeling lsi 00:43:18
finished modeling lsi, number of topics 30, 00:43:32
Finished topic modeing window 2013_04 00:43:32
Starting num topic 10 00:43:46
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:43:46
finished modeling lsi, number of topics 10, 00:44:15
Finished topic modeing window 2013_05 00:44:15
Starting num topic 12 00:44:15
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:44:15
finished modeling lsi, number of topics 12, 00:44:45
Finished topic modeing window 2013_05 00:44:45
Starting num topic 14 00:44:45
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:44:45
finished modeling lsi, number of topics 14, 00:45:14
Finished topic modeing window 2013_05 00:45:14
Starting num topic 16 00:45:14
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:45:14
finished modeling lsi, number of topics 16, 00:45:44
Finished topic modeing window 2013_05 00:45:44
Starting num topic 18 00:45:44
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:45:44
finished modeling lsi, number of topics 18, 00:46:15
Finished topic modeing window 2013_05 00:46:15
Starting num topic 20 00:46:15
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:46:15
finished modeling lsi, number of topics 20, 00:46:46
Finished topic modeing window 2013_05 00:46:46
Starting num topic 22 00:46:46
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:46:46
finished modeling lsi, number of topics 22, 00:47:18
Finished topic modeing window 2013_05 00:47:18
Starting num topic 24 00:47:18
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:47:18
finished modeling lsi, number of topics 24, 00:47:49
Finished topic modeing window 2013_05 00:47:49
Starting num topic 26 00:47:49
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:47:49
finished modeling lsi, number of topics 26, 00:48:21
Finished topic modeing window 2013_05 00:48:21
Starting num topic 28 00:48:21
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:48:21
finished modeling lsi, number of topics 28, 00:48:54
Finished topic modeing window 2013_05 00:48:54
Starting num topic 30 00:48:54
data/eos/dic_bow/bigram_dict_2013_05.dict
data/eos/dic_bow/bigram_bow_corpus_2013_05.mm
start modeling lsi 00:48:54
finished modeling lsi, number of topics 30, 00:49:23
Finished topic modeing window 2013_05 00:49:23
Starting num topic 10 00:49:43
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:49:43
finished modeling lsi, number of topics 10, 00:50:38
Finished topic modeing window 2013_06 00:50:38
Starting num topic 12 00:50:38
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:50:38
finished modeling lsi, number of topics 12, 00:51:32
Finished topic modeing window 2013_06 00:51:32
Starting num topic 14 00:51:32
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:51:32
finished modeling lsi, number of topics 14, 00:52:27
Finished topic modeing window 2013_06 00:52:27
Starting num topic 16 00:52:27
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:52:27
finished modeling lsi, number of topics 16, 00:53:24
Finished topic modeing window 2013_06 00:53:24
Starting num topic 18 00:53:24
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:53:24
finished modeling lsi, number of topics 18, 00:54:20
Finished topic modeing window 2013_06 00:54:20
Starting num topic 20 00:54:20
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:54:20
finished modeling lsi, number of topics 20, 00:55:18
Finished topic modeing window 2013_06 00:55:18
Starting num topic 22 00:55:18
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:55:18
finished modeling lsi, number of topics 22, 00:56:16
Finished topic modeing window 2013_06 00:56:16
Starting num topic 24 00:56:16
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:56:16
finished modeling lsi, number of topics 24, 00:57:15
Finished topic modeing window 2013_06 00:57:15
Starting num topic 26 00:57:15
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:57:15
finished modeling lsi, number of topics 26, 00:58:16
Finished topic modeing window 2013_06 00:58:16
Starting num topic 28 00:58:16
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:58:16
finished modeling lsi, number of topics 28, 00:59:16
Finished topic modeing window 2013_06 00:59:16
Starting num topic 30 00:59:16
data/eos/dic_bow/bigram_dict_2013_06.dict
data/eos/dic_bow/bigram_bow_corpus_2013_06.mm
start modeling lsi 00:59:16
finished modeling lsi, number of topics 30, 01:00:10
Finished topic modeing window 2013_06 01:00:10
Starting num topic 10 01:00:11
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:11
finished modeling lsi, number of topics 10, 01:00:13
Finished topic modeing window 2013_07 01:00:13
Starting num topic 12 01:00:13
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:13
finished modeling lsi, number of topics 12, 01:00:15
Finished topic modeing window 2013_07 01:00:15
Starting num topic 14 01:00:15
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:15
finished modeling lsi, number of topics 14, 01:00:18
Finished topic modeing window 2013_07 01:00:18
Starting num topic 16 01:00:18
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:18
finished modeling lsi, number of topics 16, 01:00:20
Finished topic modeing window 2013_07 01:00:20
Starting num topic 18 01:00:20
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:20
finished modeling lsi, number of topics 18, 01:00:22
Finished topic modeing window 2013_07 01:00:22
Starting num topic 20 01:00:22
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:22
finished modeling lsi, number of topics 20, 01:00:24
Finished topic modeing window 2013_07 01:00:24
Starting num topic 22 01:00:24
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:24
finished modeling lsi, number of topics 22, 01:00:26
Finished topic modeing window 2013_07 01:00:26
Starting num topic 24 01:00:26
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:26
finished modeling lsi, number of topics 24, 01:00:29
Finished topic modeing window 2013_07 01:00:29
Starting num topic 26 01:00:29
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:29
finished modeling lsi, number of topics 26, 01:00:31
Finished topic modeing window 2013_07 01:00:31
Starting num topic 28 01:00:31
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:31
finished modeling lsi, number of topics 28, 01:00:33
Finished topic modeing window 2013_07 01:00:33
Starting num topic 30 01:00:33
data/eos/dic_bow/bigram_dict_2013_07.dict
data/eos/dic_bow/bigram_bow_corpus_2013_07.mm
start modeling lsi 01:00:33
finished modeling lsi, number of topics 30, 01:00:35
Finished topic modeing window 2013_07 01:00:35
Starting num topic 10 01:00:43
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:00:43
finished modeling lsi, number of topics 10, 01:01:01
Finished topic modeing window 2013_08 01:01:01
Starting num topic 12 01:01:01
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:01:01
finished modeling lsi, number of topics 12, 01:01:20
Finished topic modeing window 2013_08 01:01:20
Starting num topic 14 01:01:20
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:01:20
finished modeling lsi, number of topics 14, 01:01:38
Finished topic modeing window 2013_08 01:01:38
Starting num topic 16 01:01:38
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:01:38
finished modeling lsi, number of topics 16, 01:01:56
Finished topic modeing window 2013_08 01:01:56
Starting num topic 18 01:01:56
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:01:56
finished modeling lsi, number of topics 18, 01:02:15
Finished topic modeing window 2013_08 01:02:15
Starting num topic 20 01:02:15
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:02:15
finished modeling lsi, number of topics 20, 01:02:34
Finished topic modeing window 2013_08 01:02:34
Starting num topic 22 01:02:34
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:02:34
finished modeling lsi, number of topics 22, 01:02:54
Finished topic modeing window 2013_08 01:02:54
Starting num topic 24 01:02:54
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:02:54
finished modeling lsi, number of topics 24, 01:03:13
Finished topic modeing window 2013_08 01:03:13
Starting num topic 26 01:03:13
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:03:13
finished modeling lsi, number of topics 26, 01:03:32
Finished topic modeing window 2013_08 01:03:32
Starting num topic 28 01:03:32
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:03:32
finished modeling lsi, number of topics 28, 01:03:52
Finished topic modeing window 2013_08 01:03:52
Starting num topic 30 01:03:52
data/eos/dic_bow/bigram_dict_2013_08.dict
data/eos/dic_bow/bigram_bow_corpus_2013_08.mm
start modeling lsi 01:03:52
finished modeling lsi, number of topics 30, 01:04:10
Finished topic modeing window 2013_08 01:04:10
Starting num topic 10 01:04:11
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:11
finished modeling lsi, number of topics 10, 01:04:12
Finished topic modeing window 2013_09 01:04:12
Starting num topic 12 01:04:12
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:12
finished modeling lsi, number of topics 12, 01:04:13
Finished topic modeing window 2013_09 01:04:13
Starting num topic 14 01:04:13
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:13
finished modeling lsi, number of topics 14, 01:04:14
Finished topic modeing window 2013_09 01:04:14
Starting num topic 16 01:04:14
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:14
finished modeling lsi, number of topics 16, 01:04:16
Finished topic modeing window 2013_09 01:04:16
Starting num topic 18 01:04:16
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:16
finished modeling lsi, number of topics 18, 01:04:17
Finished topic modeing window 2013_09 01:04:17
Starting num topic 20 01:04:17
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:17
finished modeling lsi, number of topics 20, 01:04:18
Finished topic modeing window 2013_09 01:04:18
Starting num topic 22 01:04:18
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:18
finished modeling lsi, number of topics 22, 01:04:19
Finished topic modeing window 2013_09 01:04:19
Starting num topic 24 01:04:19
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:19
finished modeling lsi, number of topics 24, 01:04:20
Finished topic modeing window 2013_09 01:04:20
Starting num topic 26 01:04:20
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:20
finished modeling lsi, number of topics 26, 01:04:22
Finished topic modeing window 2013_09 01:04:22
Starting num topic 28 01:04:22
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:22
finished modeling lsi, number of topics 28, 01:04:23
Finished topic modeing window 2013_09 01:04:23
Starting num topic 30 01:04:23
data/eos/dic_bow/bigram_dict_2013_09.dict
data/eos/dic_bow/bigram_bow_corpus_2013_09.mm
start modeling lsi 01:04:23
finished modeling lsi, number of topics 30, 01:04:24
Finished topic modeing window 2013_09 01:04:24
Starting num topic 10 01:04:25
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:25
finished modeling lsi, number of topics 10, 01:04:27
Finished topic modeing window 2013_10 01:04:27
Starting num topic 12 01:04:27
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:27
finished modeling lsi, number of topics 12, 01:04:29
Finished topic modeing window 2013_10 01:04:29
Starting num topic 14 01:04:29
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:29
finished modeling lsi, number of topics 14, 01:04:31
Finished topic modeing window 2013_10 01:04:31
Starting num topic 16 01:04:31
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:31
finished modeling lsi, number of topics 16, 01:04:32
Finished topic modeing window 2013_10 01:04:32
Starting num topic 18 01:04:32
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:32
finished modeling lsi, number of topics 18, 01:04:34
Finished topic modeing window 2013_10 01:04:34
Starting num topic 20 01:04:34
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:34
finished modeling lsi, number of topics 20, 01:04:37
Finished topic modeing window 2013_10 01:04:37
Starting num topic 22 01:04:37
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:37
finished modeling lsi, number of topics 22, 01:04:39
Finished topic modeing window 2013_10 01:04:39
Starting num topic 24 01:04:39
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:39
finished modeling lsi, number of topics 24, 01:04:41
Finished topic modeing window 2013_10 01:04:41
Starting num topic 26 01:04:41
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:41
finished modeling lsi, number of topics 26, 01:04:43
Finished topic modeing window 2013_10 01:04:43
Starting num topic 28 01:04:43
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:43
finished modeling lsi, number of topics 28, 01:04:45
Finished topic modeing window 2013_10 01:04:45
Starting num topic 30 01:04:45
data/eos/dic_bow/bigram_dict_2013_10.dict
data/eos/dic_bow/bigram_bow_corpus_2013_10.mm
start modeling lsi 01:04:45
finished modeling lsi, number of topics 30, 01:04:47
Finished topic modeing window 2013_10 01:04:47
Starting num topic 10 01:04:50
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:04:50
finished modeling lsi, number of topics 10, 01:04:57
Finished topic modeing window 2013_11 01:04:57
Starting num topic 12 01:04:57
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:04:57
finished modeling lsi, number of topics 12, 01:05:05
Finished topic modeing window 2013_11 01:05:05
Starting num topic 14 01:05:05
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:05:05
finished modeling lsi, number of topics 14, 01:05:12
Finished topic modeing window 2013_11 01:05:12
Starting num topic 16 01:05:12
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:05:12
finished modeling lsi, number of topics 16, 01:05:20
Finished topic modeing window 2013_11 01:05:20
Starting num topic 18 01:05:20
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:05:20
finished modeling lsi, number of topics 18, 01:05:28
Finished topic modeing window 2013_11 01:05:28
Starting num topic 20 01:05:28
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:05:28
finished modeling lsi, number of topics 20, 01:05:35
Finished topic modeing window 2013_11 01:05:35
Starting num topic 22 01:05:35
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:05:35
finished modeling lsi, number of topics 22, 01:05:43
Finished topic modeing window 2013_11 01:05:43
Starting num topic 24 01:05:43
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:05:43
finished modeling lsi, number of topics 24, 01:05:51
Finished topic modeing window 2013_11 01:05:51
Starting num topic 26 01:05:51
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:05:51
finished modeling lsi, number of topics 26, 01:05:59
Finished topic modeing window 2013_11 01:05:59
Starting num topic 28 01:05:59
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:05:59
finished modeling lsi, number of topics 28, 01:06:07
Finished topic modeing window 2013_11 01:06:07
Starting num topic 30 01:06:07
data/eos/dic_bow/bigram_dict_2013_11.dict
data/eos/dic_bow/bigram_bow_corpus_2013_11.mm
start modeling lsi 01:06:07
finished modeling lsi, number of topics 30, 01:06:14
Finished topic modeing window 2013_11 01:06:14
Starting num topic 10 01:06:21
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:06:21
finished modeling lsi, number of topics 10, 01:06:35
Finished topic modeing window 2013_12 01:06:35
Starting num topic 12 01:06:35
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:06:35
finished modeling lsi, number of topics 12, 01:06:50
Finished topic modeing window 2013_12 01:06:50
Starting num topic 14 01:06:50
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:06:50
finished modeling lsi, number of topics 14, 01:07:05
Finished topic modeing window 2013_12 01:07:05
Starting num topic 16 01:07:05
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:07:05
finished modeling lsi, number of topics 16, 01:07:20
Finished topic modeing window 2013_12 01:07:20
Starting num topic 18 01:07:20
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:07:20
finished modeling lsi, number of topics 18, 01:07:35
Finished topic modeing window 2013_12 01:07:35
Starting num topic 20 01:07:35
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:07:35
finished modeling lsi, number of topics 20, 01:07:50
Finished topic modeing window 2013_12 01:07:50
Starting num topic 22 01:07:50
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:07:50
finished modeling lsi, number of topics 22, 01:08:05
Finished topic modeing window 2013_12 01:08:05
Starting num topic 24 01:08:05
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:08:05
finished modeling lsi, number of topics 24, 01:08:21
Finished topic modeing window 2013_12 01:08:21
Starting num topic 26 01:08:21
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:08:21
finished modeling lsi, number of topics 26, 01:08:36
Finished topic modeing window 2013_12 01:08:36
Starting num topic 28 01:08:36
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:08:36
finished modeling lsi, number of topics 28, 01:08:52
Finished topic modeing window 2013_12 01:08:52
Starting num topic 30 01:08:52
data/eos/dic_bow/bigram_dict_2013_12.dict
data/eos/dic_bow/bigram_bow_corpus_2013_12.mm
start modeling lsi 01:08:52
finished modeling lsi, number of topics 30, 01:09:07
Finished topic modeing window 2013_12 01:09:07
Starting num topic 10 01:09:14
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:09:14
finished modeling lsi, number of topics 10, 01:09:33
Finished topic modeing window 2014_01 01:09:33
Starting num topic 12 01:09:33
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:09:33
finished modeling lsi, number of topics 12, 01:09:52
Finished topic modeing window 2014_01 01:09:52
Starting num topic 14 01:09:52
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:09:52
finished modeling lsi, number of topics 14, 01:10:10
Finished topic modeing window 2014_01 01:10:10
Starting num topic 16 01:10:10
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:10:10
finished modeling lsi, number of topics 16, 01:10:31
Finished topic modeing window 2014_01 01:10:31
Starting num topic 18 01:10:31
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:10:31
finished modeling lsi, number of topics 18, 01:10:51
Finished topic modeing window 2014_01 01:10:51
Starting num topic 20 01:10:51
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:10:51
finished modeling lsi, number of topics 20, 01:11:10
Finished topic modeing window 2014_01 01:11:10
Starting num topic 22 01:11:10
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:11:10
finished modeling lsi, number of topics 22, 01:11:32
Finished topic modeing window 2014_01 01:11:32
Starting num topic 24 01:11:32
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:11:32
finished modeling lsi, number of topics 24, 01:11:54
Finished topic modeing window 2014_01 01:11:54
Starting num topic 26 01:11:54
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:11:54
finished modeling lsi, number of topics 26, 01:12:13
Finished topic modeing window 2014_01 01:12:13
Starting num topic 28 01:12:13
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:12:13
finished modeling lsi, number of topics 28, 01:12:32
Finished topic modeing window 2014_01 01:12:32
Starting num topic 30 01:12:32
data/eos/dic_bow/bigram_dict_2014_01.dict
data/eos/dic_bow/bigram_bow_corpus_2014_01.mm
start modeling lsi 01:12:32
finished modeling lsi, number of topics 30, 01:12:50
Finished topic modeing window 2014_01 01:12:50
Starting num topic 10 01:12:53
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:12:53
finished modeling lsi, number of topics 10, 01:13:01
Finished topic modeing window 2014_02 01:13:01
Starting num topic 12 01:13:01
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:13:01
finished modeling lsi, number of topics 12, 01:13:10
Finished topic modeing window 2014_02 01:13:10
Starting num topic 14 01:13:10
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:13:10
finished modeling lsi, number of topics 14, 01:13:19
Finished topic modeing window 2014_02 01:13:19
Starting num topic 16 01:13:19
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:13:19
finished modeling lsi, number of topics 16, 01:13:28
Finished topic modeing window 2014_02 01:13:28
Starting num topic 18 01:13:28
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:13:28
finished modeling lsi, number of topics 18, 01:13:37
Finished topic modeing window 2014_02 01:13:37
Starting num topic 20 01:13:37
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:13:37
finished modeling lsi, number of topics 20, 01:13:46
Finished topic modeing window 2014_02 01:13:46
Starting num topic 22 01:13:46
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:13:46
finished modeling lsi, number of topics 22, 01:13:55
Finished topic modeing window 2014_02 01:13:55
Starting num topic 24 01:13:55
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:13:55
finished modeling lsi, number of topics 24, 01:14:04
Finished topic modeing window 2014_02 01:14:04
Starting num topic 26 01:14:04
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:14:04
finished modeling lsi, number of topics 26, 01:14:13
Finished topic modeing window 2014_02 01:14:13
Starting num topic 28 01:14:13
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:14:13
finished modeling lsi, number of topics 28, 01:14:22
Finished topic modeing window 2014_02 01:14:22
Starting num topic 30 01:14:22
data/eos/dic_bow/bigram_dict_2014_02.dict
data/eos/dic_bow/bigram_bow_corpus_2014_02.mm
start modeling lsi 01:14:22
finished modeling lsi, number of topics 30, 01:14:31
Finished topic modeing window 2014_02 01:14:31
Starting num topic 10 01:14:35
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:14:35
finished modeling lsi, number of topics 10, 01:14:45
Finished topic modeing window 2014_03 01:14:45
Starting num topic 12 01:14:45
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:14:45
finished modeling lsi, number of topics 12, 01:14:55
Finished topic modeing window 2014_03 01:14:55
Starting num topic 14 01:14:55
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:14:55
finished modeling lsi, number of topics 14, 01:15:04
Finished topic modeing window 2014_03 01:15:04
Starting num topic 16 01:15:04
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:15:04
finished modeling lsi, number of topics 16, 01:15:15
Finished topic modeing window 2014_03 01:15:15
Starting num topic 18 01:15:15
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:15:15
finished modeling lsi, number of topics 18, 01:15:25
Finished topic modeing window 2014_03 01:15:25
Starting num topic 20 01:15:25
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:15:25
finished modeling lsi, number of topics 20, 01:15:35
Finished topic modeing window 2014_03 01:15:35
Starting num topic 22 01:15:35
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:15:35
finished modeling lsi, number of topics 22, 01:15:45
Finished topic modeing window 2014_03 01:15:45
Starting num topic 24 01:15:45
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:15:45
finished modeling lsi, number of topics 24, 01:15:56
Finished topic modeing window 2014_03 01:15:56
Starting num topic 26 01:15:56
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:15:56
finished modeling lsi, number of topics 26, 01:16:06
Finished topic modeing window 2014_03 01:16:06
Starting num topic 28 01:16:06
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:16:06
finished modeling lsi, number of topics 28, 01:16:17
Finished topic modeing window 2014_03 01:16:17
Starting num topic 30 01:16:17
data/eos/dic_bow/bigram_dict_2014_03.dict
data/eos/dic_bow/bigram_bow_corpus_2014_03.mm
start modeling lsi 01:16:17
finished modeling lsi, number of topics 30, 01:16:27
Finished topic modeing window 2014_03 01:16:27
Starting num topic 10 01:16:34
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:16:34
finished modeling lsi, number of topics 10, 01:16:50
Finished topic modeing window 2014_04 01:16:50
Starting num topic 12 01:16:50
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:16:50
finished modeling lsi, number of topics 12, 01:17:07
Finished topic modeing window 2014_04 01:17:07
Starting num topic 14 01:17:07
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:17:07
finished modeling lsi, number of topics 14, 01:17:24
Finished topic modeing window 2014_04 01:17:24
Starting num topic 16 01:17:24
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:17:24
finished modeling lsi, number of topics 16, 01:17:40
Finished topic modeing window 2014_04 01:17:40
Starting num topic 18 01:17:40
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:17:40
finished modeling lsi, number of topics 18, 01:17:57
Finished topic modeing window 2014_04 01:17:57
Starting num topic 20 01:17:57
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:17:57
finished modeling lsi, number of topics 20, 01:18:14
Finished topic modeing window 2014_04 01:18:14
Starting num topic 22 01:18:14
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:18:14
finished modeling lsi, number of topics 22, 01:18:31
Finished topic modeing window 2014_04 01:18:31
Starting num topic 24 01:18:31
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:18:31
finished modeling lsi, number of topics 24, 01:18:49
Finished topic modeing window 2014_04 01:18:49
Starting num topic 26 01:18:49
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:18:49
finished modeling lsi, number of topics 26, 01:19:06
Finished topic modeing window 2014_04 01:19:06
Starting num topic 28 01:19:06
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:19:06
finished modeling lsi, number of topics 28, 01:19:24
Finished topic modeing window 2014_04 01:19:24
Starting num topic 30 01:19:24
data/eos/dic_bow/bigram_dict_2014_04.dict
data/eos/dic_bow/bigram_bow_corpus_2014_04.mm
start modeling lsi 01:19:24
finished modeling lsi, number of topics 30, 01:19:40
Finished topic modeing window 2014_04 01:19:40
Starting num topic 10 01:19:46
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:19:46
finished modeling lsi, number of topics 10, 01:20:00
Finished topic modeing window 2014_05 01:20:00
Starting num topic 12 01:20:00
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:20:00
finished modeling lsi, number of topics 12, 01:20:14
Finished topic modeing window 2014_05 01:20:14
Starting num topic 14 01:20:14
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:20:14
finished modeling lsi, number of topics 14, 01:20:28
Finished topic modeing window 2014_05 01:20:28
Starting num topic 16 01:20:28
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:20:28
finished modeling lsi, number of topics 16, 01:20:43
Finished topic modeing window 2014_05 01:20:43
Starting num topic 18 01:20:43
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:20:43
finished modeling lsi, number of topics 18, 01:20:57
Finished topic modeing window 2014_05 01:20:57
Starting num topic 20 01:20:57
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:20:57
finished modeling lsi, number of topics 20, 01:21:11
Finished topic modeing window 2014_05 01:21:11
Starting num topic 22 01:21:11
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:21:11
finished modeling lsi, number of topics 22, 01:21:26
Finished topic modeing window 2014_05 01:21:26
Starting num topic 24 01:21:26
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:21:26
finished modeling lsi, number of topics 24, 01:21:41
Finished topic modeing window 2014_05 01:21:41
Starting num topic 26 01:21:41
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:21:41
finished modeling lsi, number of topics 26, 01:21:56
Finished topic modeing window 2014_05 01:21:56
Starting num topic 28 01:21:56
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:21:56
finished modeling lsi, number of topics 28, 01:22:11
Finished topic modeing window 2014_05 01:22:11
Starting num topic 30 01:22:11
data/eos/dic_bow/bigram_dict_2014_05.dict
data/eos/dic_bow/bigram_bow_corpus_2014_05.mm
start modeling lsi 01:22:11
finished modeling lsi, number of topics 30, 01:22:25
Finished topic modeing window 2014_05 01:22:25
Starting num topic 10 01:22:29
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:22:29
finished modeling lsi, number of topics 10, 01:22:40
Finished topic modeing window 2014_06 01:22:40
Starting num topic 12 01:22:40
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:22:40
finished modeling lsi, number of topics 12, 01:22:51
Finished topic modeing window 2014_06 01:22:51
Starting num topic 14 01:22:51
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:22:51
finished modeling lsi, number of topics 14, 01:23:02
Finished topic modeing window 2014_06 01:23:02
Starting num topic 16 01:23:02
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:23:02
finished modeling lsi, number of topics 16, 01:23:13
Finished topic modeing window 2014_06 01:23:13
Starting num topic 18 01:23:13
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:23:13
finished modeling lsi, number of topics 18, 01:23:24
Finished topic modeing window 2014_06 01:23:24
Starting num topic 20 01:23:24
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:23:24
finished modeling lsi, number of topics 20, 01:23:35
Finished topic modeing window 2014_06 01:23:35
Starting num topic 22 01:23:35
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:23:35
finished modeling lsi, number of topics 22, 01:23:46
Finished topic modeing window 2014_06 01:23:46
Starting num topic 24 01:23:46
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:23:46
finished modeling lsi, number of topics 24, 01:23:58
Finished topic modeing window 2014_06 01:23:58
Starting num topic 26 01:23:58
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:23:58
finished modeling lsi, number of topics 26, 01:24:09
Finished topic modeing window 2014_06 01:24:09
Starting num topic 28 01:24:09
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:24:09
finished modeling lsi, number of topics 28, 01:24:21
Finished topic modeing window 2014_06 01:24:21
Starting num topic 30 01:24:21
data/eos/dic_bow/bigram_dict_2014_06.dict
data/eos/dic_bow/bigram_bow_corpus_2014_06.mm
start modeling lsi 01:24:21
finished modeling lsi, number of topics 30, 01:24:32
Finished topic modeing window 2014_06 01:24:32
Starting num topic 10 01:24:33
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:33
finished modeling lsi, number of topics 10, 01:24:35
Finished topic modeing window 2014_07 01:24:35
Starting num topic 12 01:24:35
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:35
finished modeling lsi, number of topics 12, 01:24:38
Finished topic modeing window 2014_07 01:24:38
Starting num topic 14 01:24:38
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:38
finished modeling lsi, number of topics 14, 01:24:40
Finished topic modeing window 2014_07 01:24:40
Starting num topic 16 01:24:40
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:40
finished modeling lsi, number of topics 16, 01:24:43
Finished topic modeing window 2014_07 01:24:43
Starting num topic 18 01:24:43
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:43
finished modeling lsi, number of topics 18, 01:24:46
Finished topic modeing window 2014_07 01:24:46
Starting num topic 20 01:24:46
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:46
finished modeling lsi, number of topics 20, 01:24:48
Finished topic modeing window 2014_07 01:24:48
Starting num topic 22 01:24:48
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:48
finished modeling lsi, number of topics 22, 01:24:51
Finished topic modeing window 2014_07 01:24:51
Starting num topic 24 01:24:51
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:51
finished modeling lsi, number of topics 24, 01:24:54
Finished topic modeing window 2014_07 01:24:54
Starting num topic 26 01:24:54
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:54
finished modeling lsi, number of topics 26, 01:24:57
Finished topic modeing window 2014_07 01:24:57
Starting num topic 28 01:24:57
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:24:57
finished modeling lsi, number of topics 28, 01:25:00
Finished topic modeing window 2014_07 01:25:00
Starting num topic 30 01:25:00
data/eos/dic_bow/bigram_dict_2014_07.dict
data/eos/dic_bow/bigram_bow_corpus_2014_07.mm
start modeling lsi 01:25:00
finished modeling lsi, number of topics 30, 01:25:02
Finished topic modeing window 2014_07 01:25:02
Starting num topic 10 01:25:08
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:25:08
finished modeling lsi, number of topics 10, 01:25:22
Finished topic modeing window 2014_08 01:25:22
Starting num topic 12 01:25:22
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:25:22
finished modeling lsi, number of topics 12, 01:25:35
Finished topic modeing window 2014_08 01:25:35
Starting num topic 14 01:25:35
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:25:35
finished modeling lsi, number of topics 14, 01:25:48
Finished topic modeing window 2014_08 01:25:48
Starting num topic 16 01:25:48
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:25:48
finished modeling lsi, number of topics 16, 01:26:01
Finished topic modeing window 2014_08 01:26:01
Starting num topic 18 01:26:01
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:26:01
finished modeling lsi, number of topics 18, 01:26:15
Finished topic modeing window 2014_08 01:26:15
Starting num topic 20 01:26:15
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:26:15
finished modeling lsi, number of topics 20, 01:26:28
Finished topic modeing window 2014_08 01:26:28
Starting num topic 22 01:26:28
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:26:28
finished modeling lsi, number of topics 22, 01:26:41
Finished topic modeing window 2014_08 01:26:41
Starting num topic 24 01:26:41
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:26:41
finished modeling lsi, number of topics 24, 01:26:55
Finished topic modeing window 2014_08 01:26:55
Starting num topic 26 01:26:55
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:26:55
finished modeling lsi, number of topics 26, 01:27:09
Finished topic modeing window 2014_08 01:27:09
Starting num topic 28 01:27:09
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:27:09
finished modeling lsi, number of topics 28, 01:27:23
Finished topic modeing window 2014_08 01:27:23
Starting num topic 30 01:27:23
data/eos/dic_bow/bigram_dict_2014_08.dict
data/eos/dic_bow/bigram_bow_corpus_2014_08.mm
start modeling lsi 01:27:23
finished modeling lsi, number of topics 30, 01:27:36
Finished topic modeing window 2014_08 01:27:36
Starting num topic 10 01:27:44
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:27:44
finished modeling lsi, number of topics 10, 01:28:01
Finished topic modeing window 2014_09 01:28:01
Starting num topic 12 01:28:01
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:28:01
finished modeling lsi, number of topics 12, 01:28:19
Finished topic modeing window 2014_09 01:28:19
Starting num topic 14 01:28:19
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:28:19
finished modeling lsi, number of topics 14, 01:28:36
Finished topic modeing window 2014_09 01:28:36
Starting num topic 16 01:28:36
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:28:36
finished modeling lsi, number of topics 16, 01:28:54
Finished topic modeing window 2014_09 01:28:54
Starting num topic 18 01:28:54
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:28:54
finished modeling lsi, number of topics 18, 01:29:11
Finished topic modeing window 2014_09 01:29:11
Starting num topic 20 01:29:11
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:29:11
finished modeling lsi, number of topics 20, 01:29:29
Finished topic modeing window 2014_09 01:29:29
Starting num topic 22 01:29:29
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:29:29
finished modeling lsi, number of topics 22, 01:29:47
Finished topic modeing window 2014_09 01:29:47
Starting num topic 24 01:29:47
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:29:47
finished modeling lsi, number of topics 24, 01:30:05
Finished topic modeing window 2014_09 01:30:05
Starting num topic 26 01:30:05
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:30:05
finished modeling lsi, number of topics 26, 01:30:23
Finished topic modeing window 2014_09 01:30:23
Starting num topic 28 01:30:23
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:30:23
finished modeling lsi, number of topics 28, 01:30:42
Finished topic modeing window 2014_09 01:30:42
Starting num topic 30 01:30:42
data/eos/dic_bow/bigram_dict_2014_09.dict
data/eos/dic_bow/bigram_bow_corpus_2014_09.mm
start modeling lsi 01:30:42
finished modeling lsi, number of topics 30, 01:30:59
Finished topic modeing window 2014_09 01:30:59
Starting num topic 10 01:31:09
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:31:09
finished modeling lsi, number of topics 10, 01:31:32
Finished topic modeing window 2014_10 01:31:32
Starting num topic 12 01:31:32
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:31:32
finished modeling lsi, number of topics 12, 01:31:56
Finished topic modeing window 2014_10 01:31:56
Starting num topic 14 01:31:56
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:31:56
finished modeling lsi, number of topics 14, 01:32:21
Finished topic modeing window 2014_10 01:32:21
Starting num topic 16 01:32:21
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:32:21
finished modeling lsi, number of topics 16, 01:32:45
Finished topic modeing window 2014_10 01:32:45
Starting num topic 18 01:32:45
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:32:45
finished modeling lsi, number of topics 18, 01:33:11
Finished topic modeing window 2014_10 01:33:11
Starting num topic 20 01:33:11
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:33:11
finished modeling lsi, number of topics 20, 01:33:36
Finished topic modeing window 2014_10 01:33:36
Starting num topic 22 01:33:36
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:33:36
finished modeling lsi, number of topics 22, 01:34:02
Finished topic modeing window 2014_10 01:34:02
Starting num topic 24 01:34:02
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:34:02
finished modeling lsi, number of topics 24, 01:34:28
Finished topic modeing window 2014_10 01:34:28
Starting num topic 26 01:34:28
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:34:28
finished modeling lsi, number of topics 26, 01:34:54
Finished topic modeing window 2014_10 01:34:54
Starting num topic 28 01:34:54
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:34:54
finished modeling lsi, number of topics 28, 01:35:21
Finished topic modeing window 2014_10 01:35:21
Starting num topic 30 01:35:21
data/eos/dic_bow/bigram_dict_2014_10.dict
data/eos/dic_bow/bigram_bow_corpus_2014_10.mm
start modeling lsi 01:35:21
finished modeling lsi, number of topics 30, 01:35:45
Finished topic modeing window 2014_10 01:35:45
Starting num topic 10 01:35:51
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:35:51
finished modeling lsi, number of topics 10, 01:36:05
Finished topic modeing window 2014_11 01:36:05
Starting num topic 12 01:36:05
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:36:05
finished modeling lsi, number of topics 12, 01:36:18
Finished topic modeing window 2014_11 01:36:18
Starting num topic 14 01:36:18
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:36:18
finished modeling lsi, number of topics 14, 01:36:32
Finished topic modeing window 2014_11 01:36:32
Starting num topic 16 01:36:32
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:36:32
finished modeling lsi, number of topics 16, 01:36:46
Finished topic modeing window 2014_11 01:36:46
Starting num topic 18 01:36:46
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:36:46
finished modeling lsi, number of topics 18, 01:37:00
Finished topic modeing window 2014_11 01:37:00
Starting num topic 20 01:37:00
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:37:00
finished modeling lsi, number of topics 20, 01:37:14
Finished topic modeing window 2014_11 01:37:14
Starting num topic 22 01:37:14
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:37:14
finished modeling lsi, number of topics 22, 01:37:29
Finished topic modeing window 2014_11 01:37:29
Starting num topic 24 01:37:29
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:37:29
finished modeling lsi, number of topics 24, 01:37:43
Finished topic modeing window 2014_11 01:37:43
Starting num topic 26 01:37:43
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:37:43
finished modeling lsi, number of topics 26, 01:37:57
Finished topic modeing window 2014_11 01:37:57
Starting num topic 28 01:37:57
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:37:57
finished modeling lsi, number of topics 28, 01:38:12
Finished topic modeing window 2014_11 01:38:12
Starting num topic 30 01:38:12
data/eos/dic_bow/bigram_dict_2014_11.dict
data/eos/dic_bow/bigram_bow_corpus_2014_11.mm
start modeling lsi 01:38:12
finished modeling lsi, number of topics 30, 01:38:26
Finished topic modeing window 2014_11 01:38:26
Starting num topic 10 01:38:29
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:38:29
finished modeling lsi, number of topics 10, 01:38:35
Finished topic modeing window 2014_12 01:38:35
Starting num topic 12 01:38:35
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:38:35
finished modeling lsi, number of topics 12, 01:38:41
Finished topic modeing window 2014_12 01:38:41
Starting num topic 14 01:38:41
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:38:41
finished modeling lsi, number of topics 14, 01:38:48
Finished topic modeing window 2014_12 01:38:48
Starting num topic 16 01:38:48
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:38:48
finished modeling lsi, number of topics 16, 01:38:54
Finished topic modeing window 2014_12 01:38:54
Starting num topic 18 01:38:54
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:38:54
finished modeling lsi, number of topics 18, 01:39:01
Finished topic modeing window 2014_12 01:39:01
Starting num topic 20 01:39:01
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:39:01
finished modeling lsi, number of topics 20, 01:39:07
Finished topic modeing window 2014_12 01:39:07
Starting num topic 22 01:39:07
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:39:07
finished modeling lsi, number of topics 22, 01:39:14
Finished topic modeing window 2014_12 01:39:14
Starting num topic 24 01:39:14
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:39:14
finished modeling lsi, number of topics 24, 01:39:20
Finished topic modeing window 2014_12 01:39:20
Starting num topic 26 01:39:20
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:39:20
finished modeling lsi, number of topics 26, 01:39:27
Finished topic modeing window 2014_12 01:39:27
Starting num topic 28 01:39:27
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:39:27
finished modeling lsi, number of topics 28, 01:39:34
Finished topic modeing window 2014_12 01:39:34
Starting num topic 30 01:39:34
data/eos/dic_bow/bigram_dict_2014_12.dict
data/eos/dic_bow/bigram_bow_corpus_2014_12.mm
start modeling lsi 01:39:34
finished modeling lsi, number of topics 30, 01:39:40
Finished topic modeing window 2014_12 01:39:40
Starting num topic 10 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 10, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 12 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 12, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 14 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 14, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 16 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 16, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 18 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 18, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 20 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 20, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 22 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 22, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 24 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 24, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 26 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 26, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 28 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 28, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 30 01:39:40
data/eos/dic_bow/bigram_dict_2015_01.dict
data/eos/dic_bow/bigram_bow_corpus_2015_01.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 30, 01:39:40
Finished topic modeing window 2015_01 01:39:40
Starting num topic 10 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 10, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 12 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 12, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 14 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 14, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 16 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 16, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 18 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 18, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 20 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 20, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 22 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 22, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 24 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 24, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 26 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 26, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 28 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 28, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 30 01:39:40
data/eos/dic_bow/bigram_dict_2015_02.dict
data/eos/dic_bow/bigram_bow_corpus_2015_02.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 30, 01:39:40
Finished topic modeing window 2015_02 01:39:40
Starting num topic 10 01:39:40
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 10, 01:39:40
Finished topic modeing window 2015_03 01:39:40
Starting num topic 12 01:39:40
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 12, 01:39:40
Finished topic modeing window 2015_03 01:39:40
Starting num topic 14 01:39:40
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 14, 01:39:40
Finished topic modeing window 2015_03 01:39:40
Starting num topic 16 01:39:40
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 16, 01:39:40
Finished topic modeing window 2015_03 01:39:40
Starting num topic 18 01:39:40
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:40
finished modeling lsi, number of topics 18, 01:39:41
Finished topic modeing window 2015_03 01:39:41
Starting num topic 20 01:39:41
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 20, 01:39:41
Finished topic modeing window 2015_03 01:39:41
Starting num topic 22 01:39:41
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 22, 01:39:41
Finished topic modeing window 2015_03 01:39:41
Starting num topic 24 01:39:41
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 24, 01:39:41
Finished topic modeing window 2015_03 01:39:41
Starting num topic 26 01:39:41
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 26, 01:39:41
Finished topic modeing window 2015_03 01:39:41
Starting num topic 28 01:39:41
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 28, 01:39:41
Finished topic modeing window 2015_03 01:39:41
Starting num topic 30 01:39:41
data/eos/dic_bow/bigram_dict_2015_03.dict
data/eos/dic_bow/bigram_bow_corpus_2015_03.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 30, 01:39:41
Finished topic modeing window 2015_03 01:39:41
Starting num topic 10 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 10, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 12 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 12, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 14 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 14, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 16 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 16, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 18 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 18, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 20 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 20, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 22 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 22, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 24 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 24, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 26 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 26, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 28 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 28, 01:39:41
Finished topic modeing window 2015_04 01:39:41
Starting num topic 30 01:39:41
data/eos/dic_bow/bigram_dict_2015_04.dict
data/eos/dic_bow/bigram_bow_corpus_2015_04.mm
start modeling lsi 01:39:41
finished modeling lsi, number of topics 30, 01:39:42
Finished topic modeing window 2015_04 01:39:42
Starting num topic 10 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 10, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 12 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 12, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 14 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 14, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 16 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 16, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 18 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 18, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 20 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 20, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 22 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 22, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 24 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 24, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 26 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 26, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 28 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 28, 01:39:42
Finished topic modeing window 2015_05 01:39:42
Starting num topic 30 01:39:42
data/eos/dic_bow/bigram_dict_2015_05.dict
data/eos/dic_bow/bigram_bow_corpus_2015_05.mm
start modeling lsi 01:39:42
finished modeling lsi, number of topics 30, 01:39:43
Finished topic modeing window 2015_05 01:39:43
Starting num topic 10 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 10, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 12 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 12, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 14 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 14, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 16 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 16, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 18 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 18, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 20 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 20, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 22 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 22, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 24 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 24, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 26 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 26, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 28 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 28, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 30 01:39:43
data/eos/dic_bow/bigram_dict_2015_06.dict
data/eos/dic_bow/bigram_bow_corpus_2015_06.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 30, 01:39:43
Finished topic modeing window 2015_06 01:39:43
Starting num topic 10 01:39:43
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 10, 01:39:43
Finished topic modeing window 2015_07 01:39:43
Starting num topic 12 01:39:43
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 12, 01:39:43
Finished topic modeing window 2015_07 01:39:43
Starting num topic 14 01:39:43
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 14, 01:39:43
Finished topic modeing window 2015_07 01:39:43
Starting num topic 16 01:39:43
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 16, 01:39:43
Finished topic modeing window 2015_07 01:39:43
Starting num topic 18 01:39:43
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 18, 01:39:43
Finished topic modeing window 2015_07 01:39:43
Starting num topic 20 01:39:43
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:43
finished modeling lsi, number of topics 20, 01:39:44
Finished topic modeing window 2015_07 01:39:44
Starting num topic 22 01:39:44
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 22, 01:39:44
Finished topic modeing window 2015_07 01:39:44
Starting num topic 24 01:39:44
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 24, 01:39:44
Finished topic modeing window 2015_07 01:39:44
Starting num topic 26 01:39:44
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 26, 01:39:44
Finished topic modeing window 2015_07 01:39:44
Starting num topic 28 01:39:44
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 28, 01:39:44
Finished topic modeing window 2015_07 01:39:44
Starting num topic 30 01:39:44
data/eos/dic_bow/bigram_dict_2015_07.dict
data/eos/dic_bow/bigram_bow_corpus_2015_07.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 30, 01:39:44
Finished topic modeing window 2015_07 01:39:44
Starting num topic 10 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 10, 01:39:44
Finished topic modeing window 2015_08 01:39:44
Starting num topic 12 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 12, 01:39:44
Finished topic modeing window 2015_08 01:39:44
Starting num topic 14 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 14, 01:39:44
Finished topic modeing window 2015_08 01:39:44
Starting num topic 16 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 16, 01:39:44
Finished topic modeing window 2015_08 01:39:44
Starting num topic 18 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 18, 01:39:44
Finished topic modeing window 2015_08 01:39:44
Starting num topic 20 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 20, 01:39:44
Finished topic modeing window 2015_08 01:39:44
Starting num topic 22 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 22, 01:39:44
Finished topic modeing window 2015_08 01:39:44
Starting num topic 24 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 24, 01:39:44
Finished topic modeing window 2015_08 01:39:44
Starting num topic 26 01:39:44
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:44
finished modeling lsi, number of topics 26, 01:39:45
Finished topic modeing window 2015_08 01:39:45
Starting num topic 28 01:39:45
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 28, 01:39:45
Finished topic modeing window 2015_08 01:39:45
Starting num topic 30 01:39:45
data/eos/dic_bow/bigram_dict_2015_08.dict
data/eos/dic_bow/bigram_bow_corpus_2015_08.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 30, 01:39:45
Finished topic modeing window 2015_08 01:39:45
Starting num topic 10 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 10, 01:39:45
Finished topic modeing window 2015_09 01:39:45
Starting num topic 12 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 12, 01:39:45
Finished topic modeing window 2015_09 01:39:45
Starting num topic 14 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 14, 01:39:45
Finished topic modeing window 2015_09 01:39:45
Starting num topic 16 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 16, 01:39:45
Finished topic modeing window 2015_09 01:39:45
Starting num topic 18 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 18, 01:39:45
Finished topic modeing window 2015_09 01:39:45
Starting num topic 20 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 20, 01:39:45
Finished topic modeing window 2015_09 01:39:45
Starting num topic 22 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 22, 01:39:45
Finished topic modeing window 2015_09 01:39:45
Starting num topic 24 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 24, 01:39:45
Finished topic modeing window 2015_09 01:39:45
Starting num topic 26 01:39:45
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:45
finished modeling lsi, number of topics 26, 01:39:46
Finished topic modeing window 2015_09 01:39:46
Starting num topic 28 01:39:46
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:46
finished modeling lsi, number of topics 28, 01:39:46
Finished topic modeing window 2015_09 01:39:46
Starting num topic 30 01:39:46
data/eos/dic_bow/bigram_dict_2015_09.dict
data/eos/dic_bow/bigram_bow_corpus_2015_09.mm
start modeling lsi 01:39:46
finished modeling lsi, number of topics 30, 01:39:46
Finished topic modeing window 2015_09 01:39:46
Starting num topic 10 01:39:49
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:39:49
finished modeling lsi, number of topics 10, 01:39:57
Finished topic modeing window 2015_10 01:39:57
Starting num topic 12 01:39:57
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:39:57
finished modeling lsi, number of topics 12, 01:40:05
Finished topic modeing window 2015_10 01:40:05
Starting num topic 14 01:40:05
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:40:05
finished modeling lsi, number of topics 14, 01:40:13
Finished topic modeing window 2015_10 01:40:13
Starting num topic 16 01:40:13
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:40:13
finished modeling lsi, number of topics 16, 01:40:21
Finished topic modeing window 2015_10 01:40:21
Starting num topic 18 01:40:21
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:40:21
finished modeling lsi, number of topics 18, 01:40:29
Finished topic modeing window 2015_10 01:40:29
Starting num topic 20 01:40:29
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:40:29
finished modeling lsi, number of topics 20, 01:40:37
Finished topic modeing window 2015_10 01:40:37
Starting num topic 22 01:40:37
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:40:37
finished modeling lsi, number of topics 22, 01:40:45
Finished topic modeing window 2015_10 01:40:45
Starting num topic 24 01:40:45
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:40:45
finished modeling lsi, number of topics 24, 01:40:54
Finished topic modeing window 2015_10 01:40:54
Starting num topic 26 01:40:54
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:40:54
finished modeling lsi, number of topics 26, 01:41:02
Finished topic modeing window 2015_10 01:41:02
Starting num topic 28 01:41:02
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:41:02
finished modeling lsi, number of topics 28, 01:41:11
Finished topic modeing window 2015_10 01:41:11
Starting num topic 30 01:41:11
data/eos/dic_bow/bigram_dict_2015_10.dict
data/eos/dic_bow/bigram_bow_corpus_2015_10.mm
start modeling lsi 01:41:11
finished modeling lsi, number of topics 30, 01:41:19
Finished topic modeing window 2015_10 01:41:19
Starting num topic 10 01:41:22
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:41:22
finished modeling lsi, number of topics 10, 01:41:29
Finished topic modeing window 2015_11 01:41:29
Starting num topic 12 01:41:29
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:41:29
finished modeling lsi, number of topics 12, 01:41:36
Finished topic modeing window 2015_11 01:41:36
Starting num topic 14 01:41:36
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:41:36
finished modeling lsi, number of topics 14, 01:41:43
Finished topic modeing window 2015_11 01:41:43
Starting num topic 16 01:41:43
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:41:43
finished modeling lsi, number of topics 16, 01:41:50
Finished topic modeing window 2015_11 01:41:50
Starting num topic 18 01:41:50
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:41:50
finished modeling lsi, number of topics 18, 01:41:58
Finished topic modeing window 2015_11 01:41:58
Starting num topic 20 01:41:58
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:41:58
finished modeling lsi, number of topics 20, 01:42:05
Finished topic modeing window 2015_11 01:42:05
Starting num topic 22 01:42:05
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:42:05
finished modeling lsi, number of topics 22, 01:42:12
Finished topic modeing window 2015_11 01:42:12
Starting num topic 24 01:42:12
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:42:12
finished modeling lsi, number of topics 24, 01:42:20
Finished topic modeing window 2015_11 01:42:20
Starting num topic 26 01:42:20
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:42:20
finished modeling lsi, number of topics 26, 01:42:28
Finished topic modeing window 2015_11 01:42:28
Starting num topic 28 01:42:28
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:42:28
finished modeling lsi, number of topics 28, 01:42:35
Finished topic modeing window 2015_11 01:42:35
Starting num topic 30 01:42:35
data/eos/dic_bow/bigram_dict_2015_11.dict
data/eos/dic_bow/bigram_bow_corpus_2015_11.mm
start modeling lsi 01:42:35
finished modeling lsi, number of topics 30, 01:42:42
Finished topic modeing window 2015_11 01:42:42
Starting num topic 10 01:42:44
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:42:44
finished modeling lsi, number of topics 10, 01:42:49
Finished topic modeing window 2015_12 01:42:49
Starting num topic 12 01:42:49
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:42:49
finished modeling lsi, number of topics 12, 01:42:54
Finished topic modeing window 2015_12 01:42:54
Starting num topic 14 01:42:54
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:42:54
finished modeling lsi, number of topics 14, 01:42:59
Finished topic modeing window 2015_12 01:42:59
Starting num topic 16 01:42:59
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:42:59
finished modeling lsi, number of topics 16, 01:43:04
Finished topic modeing window 2015_12 01:43:04
Starting num topic 18 01:43:04
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:43:04
finished modeling lsi, number of topics 18, 01:43:09
Finished topic modeing window 2015_12 01:43:09
Starting num topic 20 01:43:09
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:43:09
finished modeling lsi, number of topics 20, 01:43:14
Finished topic modeing window 2015_12 01:43:14
Starting num topic 22 01:43:14
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:43:14
finished modeling lsi, number of topics 22, 01:43:19
Finished topic modeing window 2015_12 01:43:19
Starting num topic 24 01:43:19
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:43:19
finished modeling lsi, number of topics 24, 01:43:24
Finished topic modeing window 2015_12 01:43:24
Starting num topic 26 01:43:24
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:43:24
finished modeling lsi, number of topics 26, 01:43:29
Finished topic modeing window 2015_12 01:43:29
Starting num topic 28 01:43:29
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:43:29
finished modeling lsi, number of topics 28, 01:43:34
Finished topic modeing window 2015_12 01:43:34
Starting num topic 30 01:43:34
data/eos/dic_bow/bigram_dict_2015_12.dict
data/eos/dic_bow/bigram_bow_corpus_2015_12.mm
start modeling lsi 01:43:34
finished modeling lsi, number of topics 30, 01:43:39
Finished topic modeing window 2015_12 01:43:39
Starting num topic 10 01:43:41
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:43:41
finished modeling lsi, number of topics 10, 01:43:45
Finished topic modeing window 2016_01 01:43:45
Starting num topic 12 01:43:45
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:43:45
finished modeling lsi, number of topics 12, 01:43:50
Finished topic modeing window 2016_01 01:43:50
Starting num topic 14 01:43:50
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:43:50
finished modeling lsi, number of topics 14, 01:43:54
Finished topic modeing window 2016_01 01:43:54
Starting num topic 16 01:43:54
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:43:54
finished modeling lsi, number of topics 16, 01:43:59
Finished topic modeing window 2016_01 01:43:59
Starting num topic 18 01:43:59
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:43:59
finished modeling lsi, number of topics 18, 01:44:04
Finished topic modeing window 2016_01 01:44:04
Starting num topic 20 01:44:04
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:44:04
finished modeling lsi, number of topics 20, 01:44:08
Finished topic modeing window 2016_01 01:44:08
Starting num topic 22 01:44:08
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:44:08
finished modeling lsi, number of topics 22, 01:44:13
Finished topic modeing window 2016_01 01:44:13
Starting num topic 24 01:44:13
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:44:13
finished modeling lsi, number of topics 24, 01:44:18
Finished topic modeing window 2016_01 01:44:18
Starting num topic 26 01:44:18
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:44:18
finished modeling lsi, number of topics 26, 01:44:23
Finished topic modeing window 2016_01 01:44:23
Starting num topic 28 01:44:23
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:44:23
finished modeling lsi, number of topics 28, 01:44:28
Finished topic modeing window 2016_01 01:44:28
Starting num topic 30 01:44:28
data/eos/dic_bow/bigram_dict_2016_01.dict
data/eos/dic_bow/bigram_bow_corpus_2016_01.mm
start modeling lsi 01:44:28
finished modeling lsi, number of topics 30, 01:44:32
Finished topic modeing window 2016_01 01:44:32
Starting num topic 10 01:44:35
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:44:35
finished modeling lsi, number of topics 10, 01:44:41
Finished topic modeing window 2016_02 01:44:41
Starting num topic 12 01:44:41
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:44:41
finished modeling lsi, number of topics 12, 01:44:47
Finished topic modeing window 2016_02 01:44:47
Starting num topic 14 01:44:47
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:44:47
finished modeling lsi, number of topics 14, 01:44:54
Finished topic modeing window 2016_02 01:44:54
Starting num topic 16 01:44:54
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:44:54
finished modeling lsi, number of topics 16, 01:45:00
Finished topic modeing window 2016_02 01:45:00
Starting num topic 18 01:45:00
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:45:00
finished modeling lsi, number of topics 18, 01:45:06
Finished topic modeing window 2016_02 01:45:06
Starting num topic 20 01:45:06
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:45:06
finished modeling lsi, number of topics 20, 01:45:13
Finished topic modeing window 2016_02 01:45:13
Starting num topic 22 01:45:13
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:45:13
finished modeling lsi, number of topics 22, 01:45:19
Finished topic modeing window 2016_02 01:45:19
Starting num topic 24 01:45:19
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:45:19
finished modeling lsi, number of topics 24, 01:45:26
Finished topic modeing window 2016_02 01:45:26
Starting num topic 26 01:45:26
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:45:26
finished modeling lsi, number of topics 26, 01:45:33
Finished topic modeing window 2016_02 01:45:33
Starting num topic 28 01:45:33
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:45:33
finished modeling lsi, number of topics 28, 01:45:39
Finished topic modeing window 2016_02 01:45:39
Starting num topic 30 01:45:39
data/eos/dic_bow/bigram_dict_2016_02.dict
data/eos/dic_bow/bigram_bow_corpus_2016_02.mm
start modeling lsi 01:45:39
finished modeling lsi, number of topics 30, 01:45:45
Finished topic modeing window 2016_02 01:45:45
Starting num topic 10 01:45:50
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:45:50
finished modeling lsi, number of topics 10, 01:45:59
Finished topic modeing window 2016_03 01:45:59
Starting num topic 12 01:45:59
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:45:59
finished modeling lsi, number of topics 12, 01:46:09
Finished topic modeing window 2016_03 01:46:09
Starting num topic 14 01:46:09
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:46:09
finished modeling lsi, number of topics 14, 01:46:18
Finished topic modeing window 2016_03 01:46:18
Starting num topic 16 01:46:18
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:46:18
finished modeling lsi, number of topics 16, 01:46:28
Finished topic modeing window 2016_03 01:46:28
Starting num topic 18 01:46:28
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:46:28
finished modeling lsi, number of topics 18, 01:46:37
Finished topic modeing window 2016_03 01:46:37
Starting num topic 20 01:46:37
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:46:37
finished modeling lsi, number of topics 20, 01:46:47
Finished topic modeing window 2016_03 01:46:47
Starting num topic 22 01:46:47
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:46:47
finished modeling lsi, number of topics 22, 01:46:57
Finished topic modeing window 2016_03 01:46:57
Starting num topic 24 01:46:57
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:46:57
finished modeling lsi, number of topics 24, 01:47:07
Finished topic modeing window 2016_03 01:47:07
Starting num topic 26 01:47:07
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:47:07
finished modeling lsi, number of topics 26, 01:47:17
Finished topic modeing window 2016_03 01:47:17
Starting num topic 28 01:47:17
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:47:17
finished modeling lsi, number of topics 28, 01:47:28
Finished topic modeing window 2016_03 01:47:28
Starting num topic 30 01:47:28
data/eos/dic_bow/bigram_dict_2016_03.dict
data/eos/dic_bow/bigram_bow_corpus_2016_03.mm
start modeling lsi 01:47:28
finished modeling lsi, number of topics 30, 01:47:37
Finished topic modeing window 2016_03 01:47:37
Starting num topic 10 01:47:39
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:47:39
finished modeling lsi, number of topics 10, 01:47:45
Finished topic modeing window 2016_04 01:47:45
Starting num topic 12 01:47:45
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:47:45
finished modeling lsi, number of topics 12, 01:47:50
Finished topic modeing window 2016_04 01:47:50
Starting num topic 14 01:47:50
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:47:50
finished modeling lsi, number of topics 14, 01:47:56
Finished topic modeing window 2016_04 01:47:56
Starting num topic 16 01:47:56
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:47:56
finished modeling lsi, number of topics 16, 01:48:01
Finished topic modeing window 2016_04 01:48:01
Starting num topic 18 01:48:01
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:48:01
finished modeling lsi, number of topics 18, 01:48:07
Finished topic modeing window 2016_04 01:48:07
Starting num topic 20 01:48:07
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:48:07
finished modeling lsi, number of topics 20, 01:48:13
Finished topic modeing window 2016_04 01:48:13
Starting num topic 22 01:48:13
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:48:13
finished modeling lsi, number of topics 22, 01:48:18
Finished topic modeing window 2016_04 01:48:18
Starting num topic 24 01:48:18
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:48:18
finished modeling lsi, number of topics 24, 01:48:24
Finished topic modeing window 2016_04 01:48:24
Starting num topic 26 01:48:24
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:48:24
finished modeling lsi, number of topics 26, 01:48:30
Finished topic modeing window 2016_04 01:48:30
Starting num topic 28 01:48:30
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:48:30
finished modeling lsi, number of topics 28, 01:48:36
Finished topic modeing window 2016_04 01:48:36
Starting num topic 30 01:48:36
data/eos/dic_bow/bigram_dict_2016_04.dict
data/eos/dic_bow/bigram_bow_corpus_2016_04.mm
start modeling lsi 01:48:36
finished modeling lsi, number of topics 30, 01:48:42
Finished topic modeing window 2016_04 01:48:42
Starting num topic 10 01:48:47
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:48:47
finished modeling lsi, number of topics 10, 01:48:59
Finished topic modeing window 2016_05 01:48:59
Starting num topic 12 01:48:59
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:48:59
finished modeling lsi, number of topics 12, 01:49:11
Finished topic modeing window 2016_05 01:49:11
Starting num topic 14 01:49:11
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:49:11
finished modeling lsi, number of topics 14, 01:49:23
Finished topic modeing window 2016_05 01:49:23
Starting num topic 16 01:49:23
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:49:23
finished modeling lsi, number of topics 16, 01:49:36
Finished topic modeing window 2016_05 01:49:36
Starting num topic 18 01:49:36
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:49:36
finished modeling lsi, number of topics 18, 01:49:48
Finished topic modeing window 2016_05 01:49:48
Starting num topic 20 01:49:48
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:49:48
finished modeling lsi, number of topics 20, 01:50:01
Finished topic modeing window 2016_05 01:50:01
Starting num topic 22 01:50:01
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:50:01
finished modeling lsi, number of topics 22, 01:50:14
Finished topic modeing window 2016_05 01:50:14
Starting num topic 24 01:50:14
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:50:14
finished modeling lsi, number of topics 24, 01:50:28
Finished topic modeing window 2016_05 01:50:28
Starting num topic 26 01:50:28
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:50:28
finished modeling lsi, number of topics 26, 01:50:41
Finished topic modeing window 2016_05 01:50:41
Starting num topic 28 01:50:41
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:50:41
finished modeling lsi, number of topics 28, 01:50:55
Finished topic modeing window 2016_05 01:50:55
Starting num topic 30 01:50:55
data/eos/dic_bow/bigram_dict_2016_05.dict
data/eos/dic_bow/bigram_bow_corpus_2016_05.mm
start modeling lsi 01:50:55
finished modeling lsi, number of topics 30, 01:51:07
Finished topic modeing window 2016_05 01:51:07
Starting num topic 10 01:51:12
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:51:12
finished modeling lsi, number of topics 10, 01:51:24
Finished topic modeing window 2016_06 01:51:24
Starting num topic 12 01:51:24
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:51:24
finished modeling lsi, number of topics 12, 01:51:37
Finished topic modeing window 2016_06 01:51:37
Starting num topic 14 01:51:37
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:51:37
finished modeling lsi, number of topics 14, 01:51:49
Finished topic modeing window 2016_06 01:51:49
Starting num topic 16 01:51:49
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:51:49
finished modeling lsi, number of topics 16, 01:52:01
Finished topic modeing window 2016_06 01:52:01
Starting num topic 18 01:52:01
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:52:01
finished modeling lsi, number of topics 18, 01:52:14
Finished topic modeing window 2016_06 01:52:14
Starting num topic 20 01:52:14
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:52:14
finished modeling lsi, number of topics 20, 01:52:26
Finished topic modeing window 2016_06 01:52:26
Starting num topic 22 01:52:26
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:52:26
finished modeling lsi, number of topics 22, 01:52:39
Finished topic modeing window 2016_06 01:52:39
Starting num topic 24 01:52:39
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:52:39
finished modeling lsi, number of topics 24, 01:52:52
Finished topic modeing window 2016_06 01:52:52
Starting num topic 26 01:52:52
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:52:52
finished modeling lsi, number of topics 26, 01:53:05
Finished topic modeing window 2016_06 01:53:05
Starting num topic 28 01:53:05
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:53:05
finished modeling lsi, number of topics 28, 01:53:18
Finished topic modeing window 2016_06 01:53:18
Starting num topic 30 01:53:18
data/eos/dic_bow/bigram_dict_2016_06.dict
data/eos/dic_bow/bigram_bow_corpus_2016_06.mm
start modeling lsi 01:53:18
finished modeling lsi, number of topics 30, 01:53:30
Finished topic modeing window 2016_06 01:53:30
Starting num topic 10 01:53:34
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:53:34
finished modeling lsi, number of topics 10, 01:53:44
Finished topic modeing window 2016_07 01:53:44
Starting num topic 12 01:53:44
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:53:44
finished modeling lsi, number of topics 12, 01:53:54
Finished topic modeing window 2016_07 01:53:54
Starting num topic 14 01:53:54
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:53:54
finished modeling lsi, number of topics 14, 01:54:05
Finished topic modeing window 2016_07 01:54:05
Starting num topic 16 01:54:05
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:54:05
finished modeling lsi, number of topics 16, 01:54:15
Finished topic modeing window 2016_07 01:54:15
Starting num topic 18 01:54:15
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:54:15
finished modeling lsi, number of topics 18, 01:54:25
Finished topic modeing window 2016_07 01:54:25
Starting num topic 20 01:54:25
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:54:25
finished modeling lsi, number of topics 20, 01:54:35
Finished topic modeing window 2016_07 01:54:35
Starting num topic 22 01:54:35
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:54:35
finished modeling lsi, number of topics 22, 01:54:46
Finished topic modeing window 2016_07 01:54:46
Starting num topic 24 01:54:46
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:54:46
finished modeling lsi, number of topics 24, 01:54:56
Finished topic modeing window 2016_07 01:54:56
Starting num topic 26 01:54:56
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:54:56
finished modeling lsi, number of topics 26, 01:55:07
Finished topic modeing window 2016_07 01:55:07
Starting num topic 28 01:55:07
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:55:07
finished modeling lsi, number of topics 28, 01:55:18
Finished topic modeing window 2016_07 01:55:18
Starting num topic 30 01:55:18
data/eos/dic_bow/bigram_dict_2016_07.dict
data/eos/dic_bow/bigram_bow_corpus_2016_07.mm
start modeling lsi 01:55:18
finished modeling lsi, number of topics 30, 01:55:28
Finished topic modeing window 2016_07 01:55:28
Starting num topic 10 01:55:33
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:55:33
finished modeling lsi, number of topics 10, 01:55:46
Finished topic modeing window 2016_08 01:55:46
Starting num topic 12 01:55:46
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:55:46
finished modeling lsi, number of topics 12, 01:55:59
Finished topic modeing window 2016_08 01:55:59
Starting num topic 14 01:55:59
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:55:59
finished modeling lsi, number of topics 14, 01:56:12
Finished topic modeing window 2016_08 01:56:12
Starting num topic 16 01:56:12
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:56:12
finished modeling lsi, number of topics 16, 01:56:25
Finished topic modeing window 2016_08 01:56:25
Starting num topic 18 01:56:25
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:56:25
finished modeling lsi, number of topics 18, 01:56:38
Finished topic modeing window 2016_08 01:56:38
Starting num topic 20 01:56:38
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:56:38
finished modeling lsi, number of topics 20, 01:56:52
Finished topic modeing window 2016_08 01:56:52
Starting num topic 22 01:56:52
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:56:52
finished modeling lsi, number of topics 22, 01:57:05
Finished topic modeing window 2016_08 01:57:05
Starting num topic 24 01:57:05
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:57:05
finished modeling lsi, number of topics 24, 01:57:19
Finished topic modeing window 2016_08 01:57:19
Starting num topic 26 01:57:19
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:57:19
finished modeling lsi, number of topics 26, 01:57:33
Finished topic modeing window 2016_08 01:57:33
Starting num topic 28 01:57:33
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:57:33
finished modeling lsi, number of topics 28, 01:57:47
Finished topic modeing window 2016_08 01:57:47
Starting num topic 30 01:57:47
data/eos/dic_bow/bigram_dict_2016_08.dict
data/eos/dic_bow/bigram_bow_corpus_2016_08.mm
start modeling lsi 01:57:47
finished modeling lsi, number of topics 30, 01:58:00
Finished topic modeing window 2016_08 01:58:00
Starting num topic 10 01:58:06
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:58:06
finished modeling lsi, number of topics 10, 01:58:18
Finished topic modeing window 2016_09 01:58:18
Starting num topic 12 01:58:18
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:58:18
finished modeling lsi, number of topics 12, 01:58:32
Finished topic modeing window 2016_09 01:58:32
Starting num topic 14 01:58:32
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:58:32
finished modeling lsi, number of topics 14, 01:58:45
Finished topic modeing window 2016_09 01:58:45
Starting num topic 16 01:58:45
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:58:45
finished modeling lsi, number of topics 16, 01:58:58
Finished topic modeing window 2016_09 01:58:58
Starting num topic 18 01:58:58
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:58:58
finished modeling lsi, number of topics 18, 01:59:12
Finished topic modeing window 2016_09 01:59:12
Starting num topic 20 01:59:12
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:59:12
finished modeling lsi, number of topics 20, 01:59:25
Finished topic modeing window 2016_09 01:59:25
Starting num topic 22 01:59:25
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:59:25
finished modeling lsi, number of topics 22, 01:59:39
Finished topic modeing window 2016_09 01:59:39
Starting num topic 24 01:59:39
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:59:39
finished modeling lsi, number of topics 24, 01:59:53
Finished topic modeing window 2016_09 01:59:53
Starting num topic 26 01:59:53
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 01:59:53
finished modeling lsi, number of topics 26, 02:00:07
Finished topic modeing window 2016_09 02:00:07
Starting num topic 28 02:00:07
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 02:00:07
finished modeling lsi, number of topics 28, 02:00:21
Finished topic modeing window 2016_09 02:00:21
Starting num topic 30 02:00:21
data/eos/dic_bow/bigram_dict_2016_09.dict
data/eos/dic_bow/bigram_bow_corpus_2016_09.mm
start modeling lsi 02:00:21
finished modeling lsi, number of topics 30, 02:00:34
Finished topic modeing window 2016_09 02:00:34
Starting num topic 10 02:00:39
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:00:39
finished modeling lsi, number of topics 10, 02:00:48
Finished topic modeing window 2016_10 02:00:48
Starting num topic 12 02:00:48
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:00:48
finished modeling lsi, number of topics 12, 02:00:58
Finished topic modeing window 2016_10 02:00:58
Starting num topic 14 02:00:58
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:00:58
finished modeling lsi, number of topics 14, 02:01:08
Finished topic modeing window 2016_10 02:01:08
Starting num topic 16 02:01:08
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:01:08
finished modeling lsi, number of topics 16, 02:01:18
Finished topic modeing window 2016_10 02:01:18
Starting num topic 18 02:01:18
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:01:18
finished modeling lsi, number of topics 18, 02:01:28
Finished topic modeing window 2016_10 02:01:28
Starting num topic 20 02:01:28
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:01:28
finished modeling lsi, number of topics 20, 02:01:38
Finished topic modeing window 2016_10 02:01:38
Starting num topic 22 02:01:38
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:01:38
finished modeling lsi, number of topics 22, 02:01:48
Finished topic modeing window 2016_10 02:01:48
Starting num topic 24 02:01:48
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:01:48
finished modeling lsi, number of topics 24, 02:01:58
Finished topic modeing window 2016_10 02:01:58
Starting num topic 26 02:01:58
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:01:58
finished modeling lsi, number of topics 26, 02:02:08
Finished topic modeing window 2016_10 02:02:08
Starting num topic 28 02:02:08
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:02:08
finished modeling lsi, number of topics 28, 02:02:19
Finished topic modeing window 2016_10 02:02:19
Starting num topic 30 02:02:19
data/eos/dic_bow/bigram_dict_2016_10.dict
data/eos/dic_bow/bigram_bow_corpus_2016_10.mm
start modeling lsi 02:02:19
finished modeling lsi, number of topics 30, 02:02:29
Finished topic modeing window 2016_10 02:02:29
Starting num topic 10 02:02:30
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:30
finished modeling lsi, number of topics 10, 02:02:33
Finished topic modeing window 2016_11 02:02:33
Starting num topic 12 02:02:33
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:33
finished modeling lsi, number of topics 12, 02:02:37
Finished topic modeing window 2016_11 02:02:37
Starting num topic 14 02:02:37
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:37
finished modeling lsi, number of topics 14, 02:02:40
Finished topic modeing window 2016_11 02:02:40
Starting num topic 16 02:02:40
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:40
finished modeling lsi, number of topics 16, 02:02:43
Finished topic modeing window 2016_11 02:02:43
Starting num topic 18 02:02:43
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:43
finished modeling lsi, number of topics 18, 02:02:47
Finished topic modeing window 2016_11 02:02:47
Starting num topic 20 02:02:47
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:47
finished modeling lsi, number of topics 20, 02:02:50
Finished topic modeing window 2016_11 02:02:50
Starting num topic 22 02:02:50
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:50
finished modeling lsi, number of topics 22, 02:02:54
Finished topic modeing window 2016_11 02:02:54
Starting num topic 24 02:02:54
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:54
finished modeling lsi, number of topics 24, 02:02:57
Finished topic modeing window 2016_11 02:02:57
Starting num topic 26 02:02:57
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:02:57
finished modeling lsi, number of topics 26, 02:03:01
Finished topic modeing window 2016_11 02:03:01
Starting num topic 28 02:03:01
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:03:01
finished modeling lsi, number of topics 28, 02:03:05
Finished topic modeing window 2016_11 02:03:05
Starting num topic 30 02:03:05
data/eos/dic_bow/bigram_dict_2016_11.dict
data/eos/dic_bow/bigram_bow_corpus_2016_11.mm
start modeling lsi 02:03:05
finished modeling lsi, number of topics 30, 02:03:08
Finished topic modeing window 2016_11 02:03:08
Starting num topic 10 02:03:11
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:03:11
finished modeling lsi, number of topics 10, 02:03:18
Finished topic modeing window 2016_12 02:03:18
Starting num topic 12 02:03:18
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:03:18
finished modeling lsi, number of topics 12, 02:03:24
Finished topic modeing window 2016_12 02:03:24
Starting num topic 14 02:03:24
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:03:24
finished modeling lsi, number of topics 14, 02:03:31
Finished topic modeing window 2016_12 02:03:31
Starting num topic 16 02:03:31
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:03:31
finished modeling lsi, number of topics 16, 02:03:38
Finished topic modeing window 2016_12 02:03:38
Starting num topic 18 02:03:38
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:03:38
finished modeling lsi, number of topics 18, 02:03:45
Finished topic modeing window 2016_12 02:03:45
Starting num topic 20 02:03:45
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:03:45
finished modeling lsi, number of topics 20, 02:03:52
Finished topic modeing window 2016_12 02:03:52
Starting num topic 22 02:03:52
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:03:52
finished modeling lsi, number of topics 22, 02:03:59
Finished topic modeing window 2016_12 02:03:59
Starting num topic 24 02:03:59
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:03:59
finished modeling lsi, number of topics 24, 02:04:06
Finished topic modeing window 2016_12 02:04:06
Starting num topic 26 02:04:06
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:04:06
finished modeling lsi, number of topics 26, 02:04:13
Finished topic modeing window 2016_12 02:04:13
Starting num topic 28 02:04:13
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:04:13
finished modeling lsi, number of topics 28, 02:04:21
Finished topic modeing window 2016_12 02:04:21
Starting num topic 30 02:04:21
data/eos/dic_bow/bigram_dict_2016_12.dict
data/eos/dic_bow/bigram_bow_corpus_2016_12.mm
start modeling lsi 02:04:21
finished modeling lsi, number of topics 30, 02:04:28
Finished topic modeing window 2016_12 02:04:28
Starting num topic 10 02:04:30
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:04:30
finished modeling lsi, number of topics 10, 02:04:36
Finished topic modeing window 2017_01 02:04:36
Starting num topic 12 02:04:36
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:04:36
finished modeling lsi, number of topics 12, 02:04:43
Finished topic modeing window 2017_01 02:04:43
Starting num topic 14 02:04:43
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:04:43
finished modeling lsi, number of topics 14, 02:04:49
Finished topic modeing window 2017_01 02:04:49
Starting num topic 16 02:04:49
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:04:49
finished modeling lsi, number of topics 16, 02:04:55
Finished topic modeing window 2017_01 02:04:55
Starting num topic 18 02:04:55
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:04:55
finished modeling lsi, number of topics 18, 02:05:02
Finished topic modeing window 2017_01 02:05:02
Starting num topic 20 02:05:02
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:05:02
finished modeling lsi, number of topics 20, 02:05:08
Finished topic modeing window 2017_01 02:05:08
Starting num topic 22 02:05:08
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:05:08
finished modeling lsi, number of topics 22, 02:05:15
Finished topic modeing window 2017_01 02:05:15
Starting num topic 24 02:05:15
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:05:15
finished modeling lsi, number of topics 24, 02:05:22
Finished topic modeing window 2017_01 02:05:22
Starting num topic 26 02:05:22
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:05:22
finished modeling lsi, number of topics 26, 02:05:28
Finished topic modeing window 2017_01 02:05:28
Starting num topic 28 02:05:28
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:05:28
finished modeling lsi, number of topics 28, 02:05:35
Finished topic modeing window 2017_01 02:05:35
Starting num topic 30 02:05:35
data/eos/dic_bow/bigram_dict_2017_01.dict
data/eos/dic_bow/bigram_bow_corpus_2017_01.mm
start modeling lsi 02:05:35
finished modeling lsi, number of topics 30, 02:05:41
Finished topic modeing window 2017_01 02:05:41
Starting num topic 10 02:05:42
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:05:42
finished modeling lsi, number of topics 10, 02:05:44
Finished topic modeing window 2017_02 02:05:44
Starting num topic 12 02:05:44
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:05:44
finished modeling lsi, number of topics 12, 02:05:47
Finished topic modeing window 2017_02 02:05:47
Starting num topic 14 02:05:47
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:05:47
finished modeling lsi, number of topics 14, 02:05:49
Finished topic modeing window 2017_02 02:05:49
Starting num topic 16 02:05:49
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:05:49
finished modeling lsi, number of topics 16, 02:05:51
Finished topic modeing window 2017_02 02:05:51
Starting num topic 18 02:05:51
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:05:51
finished modeling lsi, number of topics 18, 02:05:54
Finished topic modeing window 2017_02 02:05:54
Starting num topic 20 02:05:54
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:05:54
finished modeling lsi, number of topics 20, 02:05:56
Finished topic modeing window 2017_02 02:05:56
Starting num topic 22 02:05:56
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:05:56
finished modeling lsi, number of topics 22, 02:05:59
Finished topic modeing window 2017_02 02:05:59
Starting num topic 24 02:05:59
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:05:59
finished modeling lsi, number of topics 24, 02:06:01
Finished topic modeing window 2017_02 02:06:01
Starting num topic 26 02:06:01
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:06:01
finished modeling lsi, number of topics 26, 02:06:03
Finished topic modeing window 2017_02 02:06:03
Starting num topic 28 02:06:03
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:06:03
finished modeling lsi, number of topics 28, 02:06:06
Finished topic modeing window 2017_02 02:06:06
Starting num topic 30 02:06:06
data/eos/dic_bow/bigram_dict_2017_02.dict
data/eos/dic_bow/bigram_bow_corpus_2017_02.mm
start modeling lsi 02:06:06
finished modeling lsi, number of topics 30, 02:06:08
Finished topic modeing window 2017_02 02:06:08
Starting num topic 10 02:06:10
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:10
finished modeling lsi, number of topics 10, 02:06:13
Finished topic modeing window 2017_03 02:06:13
Starting num topic 12 02:06:13
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:13
finished modeling lsi, number of topics 12, 02:06:16
Finished topic modeing window 2017_03 02:06:16
Starting num topic 14 02:06:16
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:16
finished modeling lsi, number of topics 14, 02:06:20
Finished topic modeing window 2017_03 02:06:20
Starting num topic 16 02:06:20
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:20
finished modeling lsi, number of topics 16, 02:06:23
Finished topic modeing window 2017_03 02:06:23
Starting num topic 18 02:06:23
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:23
finished modeling lsi, number of topics 18, 02:06:27
Finished topic modeing window 2017_03 02:06:27
Starting num topic 20 02:06:27
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:27
finished modeling lsi, number of topics 20, 02:06:30
Finished topic modeing window 2017_03 02:06:30
Starting num topic 22 02:06:30
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:30
finished modeling lsi, number of topics 22, 02:06:34
Finished topic modeing window 2017_03 02:06:34
Starting num topic 24 02:06:34
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:34
finished modeling lsi, number of topics 24, 02:06:37
Finished topic modeing window 2017_03 02:06:37
Starting num topic 26 02:06:37
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:37
finished modeling lsi, number of topics 26, 02:06:41
Finished topic modeing window 2017_03 02:06:41
Starting num topic 28 02:06:41
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:41
finished modeling lsi, number of topics 28, 02:06:45
Finished topic modeing window 2017_03 02:06:45
Starting num topic 30 02:06:45
data/eos/dic_bow/bigram_dict_2017_03.dict
data/eos/dic_bow/bigram_bow_corpus_2017_03.mm
start modeling lsi 02:06:45
finished modeling lsi, number of topics 30, 02:06:48
Finished topic modeing window 2017_03 02:06:48
Starting num topic 10 02:06:51
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:06:51
finished modeling lsi, number of topics 10, 02:06:57
Finished topic modeing window 2017_04 02:06:57
Starting num topic 12 02:06:57
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:06:57
finished modeling lsi, number of topics 12, 02:07:03
Finished topic modeing window 2017_04 02:07:03
Starting num topic 14 02:07:03
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:03
finished modeling lsi, number of topics 14, 02:07:10
Finished topic modeing window 2017_04 02:07:10
Starting num topic 16 02:07:10
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:10
finished modeling lsi, number of topics 16, 02:07:16
Finished topic modeing window 2017_04 02:07:16
Starting num topic 18 02:07:16
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:16
finished modeling lsi, number of topics 18, 02:07:22
Finished topic modeing window 2017_04 02:07:22
Starting num topic 20 02:07:22
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:22
finished modeling lsi, number of topics 20, 02:07:29
Finished topic modeing window 2017_04 02:07:29
Starting num topic 22 02:07:29
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:29
finished modeling lsi, number of topics 22, 02:07:35
Finished topic modeing window 2017_04 02:07:35
Starting num topic 24 02:07:35
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:35
finished modeling lsi, number of topics 24, 02:07:42
Finished topic modeing window 2017_04 02:07:42
Starting num topic 26 02:07:42
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:42
finished modeling lsi, number of topics 26, 02:07:49
Finished topic modeing window 2017_04 02:07:49
Starting num topic 28 02:07:49
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:49
finished modeling lsi, number of topics 28, 02:07:56
Finished topic modeing window 2017_04 02:07:56
Starting num topic 30 02:07:56
data/eos/dic_bow/bigram_dict_2017_04.dict
data/eos/dic_bow/bigram_bow_corpus_2017_04.mm
start modeling lsi 02:07:56
finished modeling lsi, number of topics 30, 02:08:02
Finished topic modeing window 2017_04 02:08:02
Starting num topic 10 02:08:03
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:03
finished modeling lsi, number of topics 10, 02:08:07
Finished topic modeing window 2017_05 02:08:07
Starting num topic 12 02:08:07
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:07
finished modeling lsi, number of topics 12, 02:08:11
Finished topic modeing window 2017_05 02:08:11
Starting num topic 14 02:08:11
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:11
finished modeling lsi, number of topics 14, 02:08:15
Finished topic modeing window 2017_05 02:08:15
Starting num topic 16 02:08:15
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:15
finished modeling lsi, number of topics 16, 02:08:19
Finished topic modeing window 2017_05 02:08:19
Starting num topic 18 02:08:19
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:19
finished modeling lsi, number of topics 18, 02:08:23
Finished topic modeing window 2017_05 02:08:23
Starting num topic 20 02:08:23
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:23
finished modeling lsi, number of topics 20, 02:08:27
Finished topic modeing window 2017_05 02:08:27
Starting num topic 22 02:08:27
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:27
finished modeling lsi, number of topics 22, 02:08:31
Finished topic modeing window 2017_05 02:08:31
Starting num topic 24 02:08:31
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:31
finished modeling lsi, number of topics 24, 02:08:35
Finished topic modeing window 2017_05 02:08:35
Starting num topic 26 02:08:35
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:35
finished modeling lsi, number of topics 26, 02:08:40
Finished topic modeing window 2017_05 02:08:40
Starting num topic 28 02:08:40
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:40
finished modeling lsi, number of topics 28, 02:08:44
Finished topic modeing window 2017_05 02:08:44
Starting num topic 30 02:08:44
data/eos/dic_bow/bigram_dict_2017_05.dict
data/eos/dic_bow/bigram_bow_corpus_2017_05.mm
start modeling lsi 02:08:44
finished modeling lsi, number of topics 30, 02:08:48
Finished topic modeing window 2017_05 02:08:48
Starting num topic 10 02:08:50
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:08:50
finished modeling lsi, number of topics 10, 02:08:54
Finished topic modeing window 2017_06 02:08:54
Starting num topic 12 02:08:54
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:08:54
finished modeling lsi, number of topics 12, 02:08:59
Finished topic modeing window 2017_06 02:08:59
Starting num topic 14 02:08:59
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:08:59
finished modeling lsi, number of topics 14, 02:09:04
Finished topic modeing window 2017_06 02:09:04
Starting num topic 16 02:09:04
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:09:04
finished modeling lsi, number of topics 16, 02:09:08
Finished topic modeing window 2017_06 02:09:08
Starting num topic 18 02:09:08
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:09:08
finished modeling lsi, number of topics 18, 02:09:13
Finished topic modeing window 2017_06 02:09:13
Starting num topic 20 02:09:13
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:09:13
finished modeling lsi, number of topics 20, 02:09:18
Finished topic modeing window 2017_06 02:09:18
Starting num topic 22 02:09:18
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:09:18
finished modeling lsi, number of topics 22, 02:09:23
Finished topic modeing window 2017_06 02:09:23
Starting num topic 24 02:09:23
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:09:23
finished modeling lsi, number of topics 24, 02:09:28
Finished topic modeing window 2017_06 02:09:28
Starting num topic 26 02:09:28
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:09:28
finished modeling lsi, number of topics 26, 02:09:33
Finished topic modeing window 2017_06 02:09:33
Starting num topic 28 02:09:33
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:09:33
finished modeling lsi, number of topics 28, 02:09:38
Finished topic modeing window 2017_06 02:09:38
Starting num topic 30 02:09:38
data/eos/dic_bow/bigram_dict_2017_06.dict
data/eos/dic_bow/bigram_bow_corpus_2017_06.mm
start modeling lsi 02:09:38
finished modeling lsi, number of topics 30, 02:09:43
Finished topic modeing window 2017_06 02:09:43
Starting num topic 10 02:09:43
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:43
finished modeling lsi, number of topics 10, 02:09:43
Finished topic modeing window 2017_07 02:09:43
Starting num topic 12 02:09:43
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:43
finished modeling lsi, number of topics 12, 02:09:43
Finished topic modeing window 2017_07 02:09:43
Starting num topic 14 02:09:43
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:43
finished modeling lsi, number of topics 14, 02:09:43
Finished topic modeing window 2017_07 02:09:43
Starting num topic 16 02:09:43
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:43
finished modeling lsi, number of topics 16, 02:09:44
Finished topic modeing window 2017_07 02:09:44
Starting num topic 18 02:09:44
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:44
finished modeling lsi, number of topics 18, 02:09:44
Finished topic modeing window 2017_07 02:09:44
Starting num topic 20 02:09:44
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:44
finished modeling lsi, number of topics 20, 02:09:44
Finished topic modeing window 2017_07 02:09:44
Starting num topic 22 02:09:44
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:44
finished modeling lsi, number of topics 22, 02:09:44
Finished topic modeing window 2017_07 02:09:44
Starting num topic 24 02:09:44
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:44
finished modeling lsi, number of topics 24, 02:09:44
Finished topic modeing window 2017_07 02:09:44
Starting num topic 26 02:09:44
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:44
finished modeling lsi, number of topics 26, 02:09:45
Finished topic modeing window 2017_07 02:09:45
Starting num topic 28 02:09:45
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:45
finished modeling lsi, number of topics 28, 02:09:45
Finished topic modeing window 2017_07 02:09:45
Starting num topic 30 02:09:45
data/eos/dic_bow/bigram_dict_2017_07.dict
data/eos/dic_bow/bigram_bow_corpus_2017_07.mm
start modeling lsi 02:09:45
finished modeling lsi, number of topics 30, 02:09:45
Finished topic modeing window 2017_07 02:09:45
CPU times: user 5h, sys: 59min 6s, total: 5h 59min 6s
Wall time: 2h 19min 11s

















In [15]:



    


%%time

limit = 30
generate_mallet(limit=limit)



    


















    






Starting num topic 10 20:47:15
start modeling LDA Mallet 20:47:15
finished modeling LDA Mallet, number of topics 10, 20:51:34
Finished topic modeing window 2012_01 20:51:34
Starting num topic 12 20:51:34
start modeling LDA Mallet 20:51:34
finished modeling LDA Mallet, number of topics 12, 20:55:50
Finished topic modeing window 2012_01 20:55:50
Starting num topic 14 20:55:50
start modeling LDA Mallet 20:55:50
finished modeling LDA Mallet, number of topics 14, 21:00:22
Finished topic modeing window 2012_01 21:00:22
Starting num topic 16 21:00:22
start modeling LDA Mallet 21:00:22
finished modeling LDA Mallet, number of topics 16, 21:05:15
Finished topic modeing window 2012_01 21:05:15
Starting num topic 18 21:05:15
start modeling LDA Mallet 21:05:15
finished modeling LDA Mallet, number of topics 18, 21:10:02
Finished topic modeing window 2012_01 21:10:02
Starting num topic 20 21:10:02
start modeling LDA Mallet 21:10:02
finished modeling LDA Mallet, number of topics 20, 21:15:02
Finished topic modeing window 2012_01 21:15:02
Starting num topic 22 21:15:02
start modeling LDA Mallet 21:15:02
finished modeling LDA Mallet, number of topics 22, 21:19:57
Finished topic modeing window 2012_01 21:19:57
Starting num topic 24 21:19:57
start modeling LDA Mallet 21:19:57
finished modeling LDA Mallet, number of topics 24, 21:24:48
Finished topic modeing window 2012_01 21:24:48
Starting num topic 26 21:24:48
start modeling LDA Mallet 21:24:48
finished modeling LDA Mallet, number of topics 26, 21:29:34
Finished topic modeing window 2012_01 21:29:34
Starting num topic 28 21:29:34
start modeling LDA Mallet 21:29:34
finished modeling LDA Mallet, number of topics 28, 21:34:21
Finished topic modeing window 2012_01 21:34:21
Starting num topic 30 21:34:21
start modeling LDA Mallet 21:34:21
finished modeling LDA Mallet, number of topics 30, 21:39:10
Finished topic modeing window 2012_01 21:39:10
Starting num topic 10 21:39:10
start modeling LDA Mallet 21:39:10
finished modeling LDA Mallet, number of topics 10, 21:43:14
Finished topic modeing window 2012_02 21:43:14
Starting num topic 12 21:43:14
start modeling LDA Mallet 21:43:14
finished modeling LDA Mallet, number of topics 12, 21:47:20
Finished topic modeing window 2012_02 21:47:20
Starting num topic 14 21:47:20
start modeling LDA Mallet 21:47:20
finished modeling LDA Mallet, number of topics 14, 21:51:29
Finished topic modeing window 2012_02 21:51:29
Starting num topic 16 21:51:29
start modeling LDA Mallet 21:51:29
finished modeling LDA Mallet, number of topics 16, 21:55:49
Finished topic modeing window 2012_02 21:55:49
Starting num topic 18 21:55:49
start modeling LDA Mallet 21:55:49
finished modeling LDA Mallet, number of topics 18, 22:00:08
Finished topic modeing window 2012_02 22:00:08
Starting num topic 20 22:00:08
start modeling LDA Mallet 22:00:08
finished modeling LDA Mallet, number of topics 20, 22:04:32
Finished topic modeing window 2012_02 22:04:32
Starting num topic 22 22:04:32
start modeling LDA Mallet 22:04:32
finished modeling LDA Mallet, number of topics 22, 22:08:59
Finished topic modeing window 2012_02 22:08:59
Starting num topic 24 22:08:59
start modeling LDA Mallet 22:08:59
finished modeling LDA Mallet, number of topics 24, 22:13:30
Finished topic modeing window 2012_02 22:13:30
Starting num topic 26 22:13:30
start modeling LDA Mallet 22:13:30
finished modeling LDA Mallet, number of topics 26, 22:18:05
Finished topic modeing window 2012_02 22:18:05
Starting num topic 28 22:18:05
start modeling LDA Mallet 22:18:05
finished modeling LDA Mallet, number of topics 28, 22:22:57
Finished topic modeing window 2012_02 22:22:57
Starting num topic 30 22:22:57
start modeling LDA Mallet 22:22:57
finished modeling LDA Mallet, number of topics 30, 22:27:34
Finished topic modeing window 2012_02 22:27:34
Starting num topic 10 22:27:34
start modeling LDA Mallet 22:27:34
finished modeling LDA Mallet, number of topics 10, 22:33:14
Finished topic modeing window 2012_03 22:33:14
Starting num topic 12 22:33:14
start modeling LDA Mallet 22:33:14
finished modeling LDA Mallet, number of topics 12, 22:38:55
Finished topic modeing window 2012_03 22:38:55
Starting num topic 14 22:38:55
start modeling LDA Mallet 22:38:55
finished modeling LDA Mallet, number of topics 14, 22:44:55
Finished topic modeing window 2012_03 22:44:55
Starting num topic 16 22:44:55
start modeling LDA Mallet 22:44:55
finished modeling LDA Mallet, number of topics 16, 22:50:36
Finished topic modeing window 2012_03 22:50:36
Starting num topic 18 22:50:36
start modeling LDA Mallet 22:50:36
finished modeling LDA Mallet, number of topics 18, 22:56:31
Finished topic modeing window 2012_03 22:56:31
Starting num topic 20 22:56:31
start modeling LDA Mallet 22:56:31
finished modeling LDA Mallet, number of topics 20, 23:02:17
Finished topic modeing window 2012_03 23:02:17
Starting num topic 22 23:02:17
start modeling LDA Mallet 23:02:17
finished modeling LDA Mallet, number of topics 22, 23:08:07
Finished topic modeing window 2012_03 23:08:07
Starting num topic 24 23:08:07
start modeling LDA Mallet 23:08:07
finished modeling LDA Mallet, number of topics 24, 23:14:18
Finished topic modeing window 2012_03 23:14:18
Starting num topic 26 23:14:18
start modeling LDA Mallet 23:14:18
finished modeling LDA Mallet, number of topics 26, 23:20:32
Finished topic modeing window 2012_03 23:20:32
Starting num topic 28 23:20:32
start modeling LDA Mallet 23:20:32
finished modeling LDA Mallet, number of topics 28, 23:26:43
Finished topic modeing window 2012_03 23:26:43
Starting num topic 30 23:26:43
start modeling LDA Mallet 23:26:43
finished modeling LDA Mallet, number of topics 30, 23:33:04
Finished topic modeing window 2012_03 23:33:04
Starting num topic 10 23:33:04
start modeling LDA Mallet 23:33:04
finished modeling LDA Mallet, number of topics 10, 23:41:37
Finished topic modeing window 2012_04 23:41:37
Starting num topic 12 23:41:37
start modeling LDA Mallet 23:41:37
finished modeling LDA Mallet, number of topics 12, 23:51:49
Finished topic modeing window 2012_04 23:51:49
Starting num topic 14 23:51:49
start modeling LDA Mallet 23:51:49
finished modeling LDA Mallet, number of topics 14, 00:01:04
Finished topic modeing window 2012_04 00:01:04
Starting num topic 16 00:01:04
start modeling LDA Mallet 00:01:04
finished modeling LDA Mallet, number of topics 16, 00:11:21
Finished topic modeing window 2012_04 00:11:21
Starting num topic 18 00:11:21
start modeling LDA Mallet 00:11:21
finished modeling LDA Mallet, number of topics 18, 00:21:37
Finished topic modeing window 2012_04 00:21:37
Starting num topic 20 00:21:37
start modeling LDA Mallet 00:21:37
finished modeling LDA Mallet, number of topics 20, 00:32:07
Finished topic modeing window 2012_04 00:32:07
Starting num topic 22 00:32:07
start modeling LDA Mallet 00:32:07
finished modeling LDA Mallet, number of topics 22, 00:42:24
Finished topic modeing window 2012_04 00:42:24
Starting num topic 24 00:42:24
start modeling LDA Mallet 00:42:24
finished modeling LDA Mallet, number of topics 24, 00:51:42
Finished topic modeing window 2012_04 00:51:42
Starting num topic 26 00:51:42
start modeling LDA Mallet 00:51:42
finished modeling LDA Mallet, number of topics 26, 01:01:04
Finished topic modeing window 2012_04 01:01:04
Starting num topic 28 01:01:04
start modeling LDA Mallet 01:01:04
finished modeling LDA Mallet, number of topics 28, 01:11:18
Finished topic modeing window 2012_04 01:11:18
Starting num topic 30 01:11:18
start modeling LDA Mallet 01:11:18
finished modeling LDA Mallet, number of topics 30, 01:20:50
Finished topic modeing window 2012_04 01:20:50
Starting num topic 10 01:20:50
start modeling LDA Mallet 01:20:50
finished modeling LDA Mallet, number of topics 10, 01:26:27
Finished topic modeing window 2012_05 01:26:27
Starting num topic 12 01:26:27
start modeling LDA Mallet 01:26:27
finished modeling LDA Mallet, number of topics 12, 01:32:23
Finished topic modeing window 2012_05 01:32:23
Starting num topic 14 01:32:23
start modeling LDA Mallet 01:32:23
finished modeling LDA Mallet, number of topics 14, 01:38:17
Finished topic modeing window 2012_05 01:38:17
Starting num topic 16 01:38:17
start modeling LDA Mallet 01:38:17
finished modeling LDA Mallet, number of topics 16, 01:44:49
Finished topic modeing window 2012_05 01:44:49
Starting num topic 18 01:44:49
start modeling LDA Mallet 01:44:49
finished modeling LDA Mallet, number of topics 18, 01:51:01
Finished topic modeing window 2012_05 01:51:01
Starting num topic 20 01:51:01
start modeling LDA Mallet 01:51:01
finished modeling LDA Mallet, number of topics 20, 01:57:07
Finished topic modeing window 2012_05 01:57:07
Starting num topic 22 01:57:07
start modeling LDA Mallet 01:57:07
finished modeling LDA Mallet, number of topics 22, 02:03:23
Finished topic modeing window 2012_05 02:03:23
Starting num topic 24 02:03:23
start modeling LDA Mallet 02:03:23
finished modeling LDA Mallet, number of topics 24, 02:10:25
Finished topic modeing window 2012_05 02:10:25
Starting num topic 26 02:10:25
start modeling LDA Mallet 02:10:25
finished modeling LDA Mallet, number of topics 26, 02:17:07
Finished topic modeing window 2012_05 02:17:07
Starting num topic 28 02:17:07
start modeling LDA Mallet 02:17:07
finished modeling LDA Mallet, number of topics 28, 02:23:58
Finished topic modeing window 2012_05 02:23:58
Starting num topic 30 02:23:58
start modeling LDA Mallet 02:23:58
finished modeling LDA Mallet, number of topics 30, 02:30:37
Finished topic modeing window 2012_05 02:30:37
Starting num topic 10 02:30:37
start modeling LDA Mallet 02:30:37
finished modeling LDA Mallet, number of topics 10, 02:35:47
Finished topic modeing window 2012_06 02:35:47
Starting num topic 12 02:35:47
start modeling LDA Mallet 02:35:47
finished modeling LDA Mallet, number of topics 12, 02:41:08
Finished topic modeing window 2012_06 02:41:08
Starting num topic 14 02:41:08
start modeling LDA Mallet 02:41:08
finished modeling LDA Mallet, number of topics 14, 02:46:37
Finished topic modeing window 2012_06 02:46:37
Starting num topic 16 02:46:37
start modeling LDA Mallet 02:46:37
finished modeling LDA Mallet, number of topics 16, 02:52:13
Finished topic modeing window 2012_06 02:52:13
Starting num topic 18 02:52:13
start modeling LDA Mallet 02:52:13
finished modeling LDA Mallet, number of topics 18, 02:57:52
Finished topic modeing window 2012_06 02:57:52
Starting num topic 20 02:57:52
start modeling LDA Mallet 02:57:52
finished modeling LDA Mallet, number of topics 20, 03:03:37
Finished topic modeing window 2012_06 03:03:37
Starting num topic 22 03:03:37
start modeling LDA Mallet 03:03:37
finished modeling LDA Mallet, number of topics 22, 03:09:27
Finished topic modeing window 2012_06 03:09:27
Starting num topic 24 03:09:27
start modeling LDA Mallet 03:09:27
finished modeling LDA Mallet, number of topics 24, 03:15:17
Finished topic modeing window 2012_06 03:15:17
Starting num topic 26 03:15:17
start modeling LDA Mallet 03:15:17
finished modeling LDA Mallet, number of topics 26, 03:21:14
Finished topic modeing window 2012_06 03:21:14
Starting num topic 28 03:21:14
start modeling LDA Mallet 03:21:14
finished modeling LDA Mallet, number of topics 28, 03:27:10
Finished topic modeing window 2012_06 03:27:10
Starting num topic 30 03:27:10
start modeling LDA Mallet 03:27:10
finished modeling LDA Mallet, number of topics 30, 03:33:11
Finished topic modeing window 2012_06 03:33:11
Starting num topic 10 03:33:11
start modeling LDA Mallet 03:33:11
finished modeling LDA Mallet, number of topics 10, 03:37:49
Finished topic modeing window 2012_07 03:37:49
Starting num topic 12 03:37:49
start modeling LDA Mallet 03:37:49
finished modeling LDA Mallet, number of topics 12, 03:41:43
Finished topic modeing window 2012_07 03:41:43
Starting num topic 14 03:41:43
start modeling LDA Mallet 03:41:43
finished modeling LDA Mallet, number of topics 14, 03:45:44
Finished topic modeing window 2012_07 03:45:44
Starting num topic 16 03:45:44
start modeling LDA Mallet 03:45:44
finished modeling LDA Mallet, number of topics 16, 03:49:56
Finished topic modeing window 2012_07 03:49:56
Starting num topic 18 03:49:56
start modeling LDA Mallet 03:49:56
finished modeling LDA Mallet, number of topics 18, 03:54:36
Finished topic modeing window 2012_07 03:54:36
Starting num topic 20 03:54:36
start modeling LDA Mallet 03:54:36
finished modeling LDA Mallet, number of topics 20, 03:58:46
Finished topic modeing window 2012_07 03:58:46
Starting num topic 22 03:58:46
start modeling LDA Mallet 03:58:46
finished modeling LDA Mallet, number of topics 22, 04:03:05
Finished topic modeing window 2012_07 04:03:05
Starting num topic 24 04:03:05
start modeling LDA Mallet 04:03:05
finished modeling LDA Mallet, number of topics 24, 04:07:46
Finished topic modeing window 2012_07 04:07:46
Starting num topic 26 04:07:46
start modeling LDA Mallet 04:07:46
finished modeling LDA Mallet, number of topics 26, 04:12:08
Finished topic modeing window 2012_07 04:12:08
Starting num topic 28 04:12:08
start modeling LDA Mallet 04:12:08
finished modeling LDA Mallet, number of topics 28, 04:16:29
Finished topic modeing window 2012_07 04:16:29
Starting num topic 30 04:16:29
start modeling LDA Mallet 04:16:29
finished modeling LDA Mallet, number of topics 30, 04:20:55
Finished topic modeing window 2012_07 04:20:55
Starting num topic 10 04:20:55
start modeling LDA Mallet 04:20:55
finished modeling LDA Mallet, number of topics 10, 04:23:24
Finished topic modeing window 2012_08 04:23:24
Starting num topic 12 04:23:24
start modeling LDA Mallet 04:23:24
finished modeling LDA Mallet, number of topics 12, 04:25:55
Finished topic modeing window 2012_08 04:25:55
Starting num topic 14 04:25:55
start modeling LDA Mallet 04:25:55
finished modeling LDA Mallet, number of topics 14, 04:28:27
Finished topic modeing window 2012_08 04:28:27
Starting num topic 16 04:28:27
start modeling LDA Mallet 04:28:27
finished modeling LDA Mallet, number of topics 16, 04:30:59
Finished topic modeing window 2012_08 04:30:59
Starting num topic 18 04:30:59
start modeling LDA Mallet 04:30:59
finished modeling LDA Mallet, number of topics 18, 04:33:33
Finished topic modeing window 2012_08 04:33:33
Starting num topic 20 04:33:33
start modeling LDA Mallet 04:33:33
finished modeling LDA Mallet, number of topics 20, 04:36:12
Finished topic modeing window 2012_08 04:36:12
Starting num topic 22 04:36:12
start modeling LDA Mallet 04:36:12
finished modeling LDA Mallet, number of topics 22, 04:39:01
Finished topic modeing window 2012_08 04:39:01
Starting num topic 24 04:39:01
start modeling LDA Mallet 04:39:01
finished modeling LDA Mallet, number of topics 24, 04:41:46
Finished topic modeing window 2012_08 04:41:46
Starting num topic 26 04:41:46
start modeling LDA Mallet 04:41:46
finished modeling LDA Mallet, number of topics 26, 04:44:45
Finished topic modeing window 2012_08 04:44:45
Starting num topic 28 04:44:45
start modeling LDA Mallet 04:44:45
finished modeling LDA Mallet, number of topics 28, 04:47:58
Finished topic modeing window 2012_08 04:47:58
Starting num topic 30 04:47:58
start modeling LDA Mallet 04:47:58
finished modeling LDA Mallet, number of topics 30, 04:50:52
Finished topic modeing window 2012_08 04:50:52
Starting num topic 10 04:50:52
start modeling LDA Mallet 04:50:52
finished modeling LDA Mallet, number of topics 10, 04:51:32
Finished topic modeing window 2012_09 04:51:32
Starting num topic 12 04:51:32
start modeling LDA Mallet 04:51:32
finished modeling LDA Mallet, number of topics 12, 04:52:13
Finished topic modeing window 2012_09 04:52:13
Starting num topic 14 04:52:13
start modeling LDA Mallet 04:52:13
finished modeling LDA Mallet, number of topics 14, 04:52:54
Finished topic modeing window 2012_09 04:52:54
Starting num topic 16 04:52:54
start modeling LDA Mallet 04:52:54
finished modeling LDA Mallet, number of topics 16, 04:53:36
Finished topic modeing window 2012_09 04:53:36
Starting num topic 18 04:53:36
start modeling LDA Mallet 04:53:36
finished modeling LDA Mallet, number of topics 18, 04:54:17
Finished topic modeing window 2012_09 04:54:17
Starting num topic 20 04:54:17
start modeling LDA Mallet 04:54:17
finished modeling LDA Mallet, number of topics 20, 04:54:59
Finished topic modeing window 2012_09 04:54:59
Starting num topic 22 04:54:59
start modeling LDA Mallet 04:54:59
finished modeling LDA Mallet, number of topics 22, 04:55:41
Finished topic modeing window 2012_09 04:55:41
Starting num topic 24 04:55:41
start modeling LDA Mallet 04:55:41
finished modeling LDA Mallet, number of topics 24, 04:56:23
Finished topic modeing window 2012_09 04:56:23
Starting num topic 26 04:56:23
start modeling LDA Mallet 04:56:23
finished modeling LDA Mallet, number of topics 26, 04:57:05
Finished topic modeing window 2012_09 04:57:05
Starting num topic 28 04:57:05
start modeling LDA Mallet 04:57:05
finished modeling LDA Mallet, number of topics 28, 04:57:47
Finished topic modeing window 2012_09 04:57:47
Starting num topic 30 04:57:47
start modeling LDA Mallet 04:57:47
finished modeling LDA Mallet, number of topics 30, 04:58:30
Finished topic modeing window 2012_09 04:58:30
Starting num topic 10 04:58:30
start modeling LDA Mallet 04:58:30
finished modeling LDA Mallet, number of topics 10, 04:59:09
Finished topic modeing window 2012_10 04:59:09
Starting num topic 12 04:59:09
start modeling LDA Mallet 04:59:09
finished modeling LDA Mallet, number of topics 12, 04:59:49
Finished topic modeing window 2012_10 04:59:49
Starting num topic 14 04:59:49
start modeling LDA Mallet 04:59:49
finished modeling LDA Mallet, number of topics 14, 05:00:30
Finished topic modeing window 2012_10 05:00:30
Starting num topic 16 05:00:30
start modeling LDA Mallet 05:00:30
finished modeling LDA Mallet, number of topics 16, 05:01:10
Finished topic modeing window 2012_10 05:01:10
Starting num topic 18 05:01:10
start modeling LDA Mallet 05:01:10
finished modeling LDA Mallet, number of topics 18, 05:01:51
Finished topic modeing window 2012_10 05:01:51
Starting num topic 20 05:01:51
start modeling LDA Mallet 05:01:51
finished modeling LDA Mallet, number of topics 20, 05:02:31
Finished topic modeing window 2012_10 05:02:31
Starting num topic 22 05:02:31
start modeling LDA Mallet 05:02:31
finished modeling LDA Mallet, number of topics 22, 05:03:12
Finished topic modeing window 2012_10 05:03:12
Starting num topic 24 05:03:12
start modeling LDA Mallet 05:03:12
finished modeling LDA Mallet, number of topics 24, 05:03:53
Finished topic modeing window 2012_10 05:03:53
Starting num topic 26 05:03:53
start modeling LDA Mallet 05:03:53
finished modeling LDA Mallet, number of topics 26, 05:04:34
Finished topic modeing window 2012_10 05:04:34
Starting num topic 28 05:04:34
start modeling LDA Mallet 05:04:34
finished modeling LDA Mallet, number of topics 28, 05:05:15
Finished topic modeing window 2012_10 05:05:15
Starting num topic 30 05:05:15
start modeling LDA Mallet 05:05:15
finished modeling LDA Mallet, number of topics 30, 05:05:56
Finished topic modeing window 2012_10 05:05:56
Starting num topic 10 05:05:56
start modeling LDA Mallet 05:05:56
finished modeling LDA Mallet, number of topics 10, 05:06:36
Finished topic modeing window 2012_11 05:06:36
Starting num topic 12 05:06:36
start modeling LDA Mallet 05:06:36
finished modeling LDA Mallet, number of topics 12, 05:07:16
Finished topic modeing window 2012_11 05:07:16
Starting num topic 14 05:07:16
start modeling LDA Mallet 05:07:16
finished modeling LDA Mallet, number of topics 14, 05:07:57
Finished topic modeing window 2012_11 05:07:57
Starting num topic 16 05:07:57
start modeling LDA Mallet 05:07:57
finished modeling LDA Mallet, number of topics 16, 05:08:37
Finished topic modeing window 2012_11 05:08:37
Starting num topic 18 05:08:37
start modeling LDA Mallet 05:08:37
finished modeling LDA Mallet, number of topics 18, 05:09:18
Finished topic modeing window 2012_11 05:09:18
Starting num topic 20 05:09:18
start modeling LDA Mallet 05:09:18
finished modeling LDA Mallet, number of topics 20, 05:09:58
Finished topic modeing window 2012_11 05:09:58
Starting num topic 22 05:09:58
start modeling LDA Mallet 05:09:58
finished modeling LDA Mallet, number of topics 22, 05:10:39
Finished topic modeing window 2012_11 05:10:39
Starting num topic 24 05:10:39
start modeling LDA Mallet 05:10:39
finished modeling LDA Mallet, number of topics 24, 05:11:20
Finished topic modeing window 2012_11 05:11:20
Starting num topic 26 05:11:20
start modeling LDA Mallet 05:11:20
finished modeling LDA Mallet, number of topics 26, 05:12:02
Finished topic modeing window 2012_11 05:12:02
Starting num topic 28 05:12:02
start modeling LDA Mallet 05:12:02
finished modeling LDA Mallet, number of topics 28, 05:12:43
Finished topic modeing window 2012_11 05:12:43
Starting num topic 30 05:12:43
start modeling LDA Mallet 05:12:43
finished modeling LDA Mallet, number of topics 30, 05:13:25
Finished topic modeing window 2012_11 05:13:25
Starting num topic 10 05:13:25
start modeling LDA Mallet 05:13:25
finished modeling LDA Mallet, number of topics 10, 05:15:09
Finished topic modeing window 2012_12 05:15:09
Starting num topic 12 05:15:09
start modeling LDA Mallet 05:15:09
finished modeling LDA Mallet, number of topics 12, 05:16:54
Finished topic modeing window 2012_12 05:16:54
Starting num topic 14 05:16:54
start modeling LDA Mallet 05:16:54
finished modeling LDA Mallet, number of topics 14, 05:18:48
Finished topic modeing window 2012_12 05:18:48
Starting num topic 16 05:18:48
start modeling LDA Mallet 05:18:48
finished modeling LDA Mallet, number of topics 16, 05:20:37
Finished topic modeing window 2012_12 05:20:37
Starting num topic 18 05:20:37
start modeling LDA Mallet 05:20:37
finished modeling LDA Mallet, number of topics 18, 05:22:31
Finished topic modeing window 2012_12 05:22:31
Starting num topic 20 05:22:31
start modeling LDA Mallet 05:22:31
finished modeling LDA Mallet, number of topics 20, 05:24:21
Finished topic modeing window 2012_12 05:24:21
Starting num topic 22 05:24:21
start modeling LDA Mallet 05:24:21
finished modeling LDA Mallet, number of topics 22, 05:26:23
Finished topic modeing window 2012_12 05:26:23
Starting num topic 24 05:26:23
start modeling LDA Mallet 05:26:23
finished modeling LDA Mallet, number of topics 24, 05:28:20
Finished topic modeing window 2012_12 05:28:20
Starting num topic 26 05:28:20
start modeling LDA Mallet 05:28:20
finished modeling LDA Mallet, number of topics 26, 05:30:16
Finished topic modeing window 2012_12 05:30:16
Starting num topic 28 05:30:16
start modeling LDA Mallet 05:30:16
finished modeling LDA Mallet, number of topics 28, 05:32:14
Finished topic modeing window 2012_12 05:32:14
Starting num topic 30 05:32:14
start modeling LDA Mallet 05:32:14
finished modeling LDA Mallet, number of topics 30, 05:34:23
Finished topic modeing window 2012_12 05:34:23
Starting num topic 10 05:34:23
start modeling LDA Mallet 05:34:23
finished modeling LDA Mallet, number of topics 10, 05:36:57
Finished topic modeing window 2013_01 05:36:57
Starting num topic 12 05:36:57
start modeling LDA Mallet 05:36:57
finished modeling LDA Mallet, number of topics 12, 05:39:34
Finished topic modeing window 2013_01 05:39:34
Starting num topic 14 05:39:34
start modeling LDA Mallet 05:39:34
finished modeling LDA Mallet, number of topics 14, 05:42:25
Finished topic modeing window 2013_01 05:42:25
Starting num topic 16 05:42:25
start modeling LDA Mallet 05:42:25
finished modeling LDA Mallet, number of topics 16, 05:45:14
Finished topic modeing window 2013_01 05:45:14
Starting num topic 18 05:45:14
start modeling LDA Mallet 05:45:14
finished modeling LDA Mallet, number of topics 18, 05:48:04
Finished topic modeing window 2013_01 05:48:04
Starting num topic 20 05:48:04
start modeling LDA Mallet 05:48:04
finished modeling LDA Mallet, number of topics 20, 05:51:09
Finished topic modeing window 2013_01 05:51:09
Starting num topic 22 05:51:09
start modeling LDA Mallet 05:51:09
finished modeling LDA Mallet, number of topics 22, 05:54:00
Finished topic modeing window 2013_01 05:54:00
Starting num topic 24 05:54:00
start modeling LDA Mallet 05:54:00
finished modeling LDA Mallet, number of topics 24, 05:56:57
Finished topic modeing window 2013_01 05:56:57
Starting num topic 26 05:56:57
start modeling LDA Mallet 05:56:57
finished modeling LDA Mallet, number of topics 26, 05:59:52
Finished topic modeing window 2013_01 05:59:52
Starting num topic 28 05:59:52
start modeling LDA Mallet 05:59:52
finished modeling LDA Mallet, number of topics 28, 06:02:54
Finished topic modeing window 2013_01 06:02:54
Starting num topic 30 06:02:54
start modeling LDA Mallet 06:02:54
finished modeling LDA Mallet, number of topics 30, 06:06:08
Finished topic modeing window 2013_01 06:06:08
Starting num topic 10 06:06:08
start modeling LDA Mallet 06:06:08
finished modeling LDA Mallet, number of topics 10, 06:08:42
Finished topic modeing window 2013_02 06:08:42
Starting num topic 12 06:08:42
start modeling LDA Mallet 06:08:42
finished modeling LDA Mallet, number of topics 12, 06:11:20
Finished topic modeing window 2013_02 06:11:20
Starting num topic 14 06:11:20
start modeling LDA Mallet 06:11:20
finished modeling LDA Mallet, number of topics 14, 06:14:07
Finished topic modeing window 2013_02 06:14:07
Starting num topic 16 06:14:07
start modeling LDA Mallet 06:14:07
finished modeling LDA Mallet, number of topics 16, 06:16:51
Finished topic modeing window 2013_02 06:16:51
Starting num topic 18 06:16:51
start modeling LDA Mallet 06:16:51
finished modeling LDA Mallet, number of topics 18, 06:19:36
Finished topic modeing window 2013_02 06:19:36
Starting num topic 20 06:19:36
start modeling LDA Mallet 06:19:36
finished modeling LDA Mallet, number of topics 20, 06:22:22
Finished topic modeing window 2013_02 06:22:22
Starting num topic 22 06:22:22
start modeling LDA Mallet 06:22:22
finished modeling LDA Mallet, number of topics 22, 06:25:10
Finished topic modeing window 2013_02 06:25:10
Starting num topic 24 06:25:10
start modeling LDA Mallet 06:25:10
finished modeling LDA Mallet, number of topics 24, 06:28:15
Finished topic modeing window 2013_02 06:28:15
Starting num topic 26 06:28:15
start modeling LDA Mallet 06:28:15
finished modeling LDA Mallet, number of topics 26, 06:31:10
Finished topic modeing window 2013_02 06:31:10
Starting num topic 28 06:31:10
start modeling LDA Mallet 06:31:10
finished modeling LDA Mallet, number of topics 28, 06:34:19
Finished topic modeing window 2013_02 06:34:19
Starting num topic 30 06:34:19
start modeling LDA Mallet 06:34:19
finished modeling LDA Mallet, number of topics 30, 06:37:47
Finished topic modeing window 2013_02 06:37:47
Starting num topic 10 06:37:47
start modeling LDA Mallet 06:37:47
finished modeling LDA Mallet, number of topics 10, 06:41:20
Finished topic modeing window 2013_03 06:41:20
Starting num topic 12 06:41:20
start modeling LDA Mallet 06:41:20
finished modeling LDA Mallet, number of topics 12, 06:44:58
Finished topic modeing window 2013_03 06:44:58
Starting num topic 14 06:44:58
start modeling LDA Mallet 06:44:58
finished modeling LDA Mallet, number of topics 14, 06:48:45
Finished topic modeing window 2013_03 06:48:45
Starting num topic 16 06:48:45
start modeling LDA Mallet 06:48:45
finished modeling LDA Mallet, number of topics 16, 06:52:30
Finished topic modeing window 2013_03 06:52:30
Starting num topic 18 06:52:30
start modeling LDA Mallet 06:52:30
finished modeling LDA Mallet, number of topics 18, 06:56:20
Finished topic modeing window 2013_03 06:56:20
Starting num topic 20 06:56:20
start modeling LDA Mallet 06:56:20
finished modeling LDA Mallet, number of topics 20, 07:00:27
Finished topic modeing window 2013_03 07:00:27
Starting num topic 22 07:00:27
start modeling LDA Mallet 07:00:27
finished modeling LDA Mallet, number of topics 22, 07:04:41
Finished topic modeing window 2013_03 07:04:41
Starting num topic 24 07:04:41
start modeling LDA Mallet 07:04:41
finished modeling LDA Mallet, number of topics 24, 07:08:58
Finished topic modeing window 2013_03 07:08:58
Starting num topic 26 07:08:58
start modeling LDA Mallet 07:08:58
finished modeling LDA Mallet, number of topics 26, 07:13:00
Finished topic modeing window 2013_03 07:13:00
Starting num topic 28 07:13:00
start modeling LDA Mallet 07:13:00
finished modeling LDA Mallet, number of topics 28, 07:17:14
Finished topic modeing window 2013_03 07:17:14
Starting num topic 30 07:17:14
start modeling LDA Mallet 07:17:14
finished modeling LDA Mallet, number of topics 30, 07:21:25
Finished topic modeing window 2013_03 07:21:25
Starting num topic 10 07:21:25
start modeling LDA Mallet 07:21:25
finished modeling LDA Mallet, number of topics 10, 07:24:38
Finished topic modeing window 2013_04 07:24:38
Starting num topic 12 07:24:38
start modeling LDA Mallet 07:24:38
finished modeling LDA Mallet, number of topics 12, 07:28:08
Finished topic modeing window 2013_04 07:28:08
Starting num topic 14 07:28:08
start modeling LDA Mallet 07:28:08
finished modeling LDA Mallet, number of topics 14, 07:31:34
Finished topic modeing window 2013_04 07:31:34
Starting num topic 16 07:31:34
start modeling LDA Mallet 07:31:34
finished modeling LDA Mallet, number of topics 16, 07:34:50
Finished topic modeing window 2013_04 07:34:50
Starting num topic 18 07:34:50
start modeling LDA Mallet 07:34:50
finished modeling LDA Mallet, number of topics 18, 07:38:05
Finished topic modeing window 2013_04 07:38:05
Starting num topic 20 07:38:05
start modeling LDA Mallet 07:38:05
finished modeling LDA Mallet, number of topics 20, 07:41:21
Finished topic modeing window 2013_04 07:41:21
Starting num topic 22 07:41:21
start modeling LDA Mallet 07:41:21
finished modeling LDA Mallet, number of topics 22, 07:44:47
Finished topic modeing window 2013_04 07:44:47
Starting num topic 24 07:44:47
start modeling LDA Mallet 07:44:47
finished modeling LDA Mallet, number of topics 24, 07:48:10
Finished topic modeing window 2013_04 07:48:10
Starting num topic 26 07:48:10
start modeling LDA Mallet 07:48:10
finished modeling LDA Mallet, number of topics 26, 07:51:39
Finished topic modeing window 2013_04 07:51:39
Starting num topic 28 07:51:39
start modeling LDA Mallet 07:51:39
finished modeling LDA Mallet, number of topics 28, 07:55:05
Finished topic modeing window 2013_04 07:55:05
Starting num topic 30 07:55:05
start modeling LDA Mallet 07:55:05
finished modeling LDA Mallet, number of topics 30, 07:58:53
Finished topic modeing window 2013_04 07:58:53
Starting num topic 10 07:58:53
start modeling LDA Mallet 07:58:53
finished modeling LDA Mallet, number of topics 10, 08:04:35
Finished topic modeing window 2013_05 08:04:35
Starting num topic 12 08:04:35
start modeling LDA Mallet 08:04:35
finished modeling LDA Mallet, number of topics 12, 08:10:47
Finished topic modeing window 2013_05 08:10:47
Starting num topic 14 08:10:47
start modeling LDA Mallet 08:10:47
finished modeling LDA Mallet, number of topics 14, 08:16:50
Finished topic modeing window 2013_05 08:16:50
Starting num topic 16 08:16:50
start modeling LDA Mallet 08:16:50
finished modeling LDA Mallet, number of topics 16, 08:22:48
Finished topic modeing window 2013_05 08:22:48
Starting num topic 18 08:22:48
start modeling LDA Mallet 08:22:48
finished modeling LDA Mallet, number of topics 18, 08:28:48
Finished topic modeing window 2013_05 08:28:48
Starting num topic 20 08:28:48
start modeling LDA Mallet 08:28:48
finished modeling LDA Mallet, number of topics 20, 08:34:52
Finished topic modeing window 2013_05 08:34:52
Starting num topic 22 08:34:52
start modeling LDA Mallet 08:34:52
finished modeling LDA Mallet, number of topics 22, 08:41:01
Finished topic modeing window 2013_05 08:41:01
Starting num topic 24 08:41:01
start modeling LDA Mallet 08:41:01
finished modeling LDA Mallet, number of topics 24, 08:47:56
Finished topic modeing window 2013_05 08:47:56
Starting num topic 26 08:47:56
start modeling LDA Mallet 08:47:56
finished modeling LDA Mallet, number of topics 26, 08:54:18
Finished topic modeing window 2013_05 08:54:18
Starting num topic 28 08:54:18
start modeling LDA Mallet 08:54:18
finished modeling LDA Mallet, number of topics 28, 09:00:39
Finished topic modeing window 2013_05 09:00:39
Starting num topic 30 09:00:39
start modeling LDA Mallet 09:00:39
finished modeling LDA Mallet, number of topics 30, 09:07:05
Finished topic modeing window 2013_05 09:07:05
Starting num topic 10 09:07:05
start modeling LDA Mallet 09:07:05
finished modeling LDA Mallet, number of topics 10, 09:17:36
Finished topic modeing window 2013_06 09:17:36
Starting num topic 12 09:17:36
start modeling LDA Mallet 09:17:36
finished modeling LDA Mallet, number of topics 12, 09:27:41
Finished topic modeing window 2013_06 09:27:41
Starting num topic 14 09:27:41
start modeling LDA Mallet 09:27:41
finished modeling LDA Mallet, number of topics 14, 09:37:59
Finished topic modeing window 2013_06 09:37:59
Starting num topic 16 09:37:59
start modeling LDA Mallet 09:37:59
finished modeling LDA Mallet, number of topics 16, 09:48:40
Finished topic modeing window 2013_06 09:48:40
Starting num topic 18 09:48:40
start modeling LDA Mallet 09:48:40
finished modeling LDA Mallet, number of topics 18, 09:59:59
Finished topic modeing window 2013_06 09:59:59
Starting num topic 20 09:59:59
start modeling LDA Mallet 09:59:59
finished modeling LDA Mallet, number of topics 20, 10:11:21
Finished topic modeing window 2013_06 10:11:21
Starting num topic 22 10:11:21
start modeling LDA Mallet 10:11:21
finished modeling LDA Mallet, number of topics 22, 10:23:06
Finished topic modeing window 2013_06 10:23:06
Starting num topic 24 10:23:06
start modeling LDA Mallet 10:23:06
finished modeling LDA Mallet, number of topics 24, 10:34:12
Finished topic modeing window 2013_06 10:34:12
Starting num topic 26 10:34:12
start modeling LDA Mallet 10:34:12
finished modeling LDA Mallet, number of topics 26, 10:45:28
Finished topic modeing window 2013_06 10:45:28
Starting num topic 28 10:45:28
start modeling LDA Mallet 10:45:28
finished modeling LDA Mallet, number of topics 28, 10:57:25
Finished topic modeing window 2013_06 10:57:25
Starting num topic 30 10:57:25
start modeling LDA Mallet 10:57:25
finished modeling LDA Mallet, number of topics 30, 11:09:59
Finished topic modeing window 2013_06 11:09:59
Starting num topic 10 11:09:59
start modeling LDA Mallet 11:09:59
finished modeling LDA Mallet, number of topics 10, 11:10:42
Finished topic modeing window 2013_07 11:10:42
Starting num topic 12 11:10:42
start modeling LDA Mallet 11:10:42
finished modeling LDA Mallet, number of topics 12, 11:11:26
Finished topic modeing window 2013_07 11:11:26
Starting num topic 14 11:11:26
start modeling LDA Mallet 11:11:26
finished modeling LDA Mallet, number of topics 14, 11:12:09
Finished topic modeing window 2013_07 11:12:09
Starting num topic 16 11:12:09
start modeling LDA Mallet 11:12:09
finished modeling LDA Mallet, number of topics 16, 11:12:53
Finished topic modeing window 2013_07 11:12:53
Starting num topic 18 11:12:53
start modeling LDA Mallet 11:12:53
finished modeling LDA Mallet, number of topics 18, 11:13:36
Finished topic modeing window 2013_07 11:13:36
Starting num topic 20 11:13:36
start modeling LDA Mallet 11:13:36
finished modeling LDA Mallet, number of topics 20, 11:14:20
Finished topic modeing window 2013_07 11:14:20
Starting num topic 22 11:14:20
start modeling LDA Mallet 11:14:20
finished modeling LDA Mallet, number of topics 22, 11:15:05
Finished topic modeing window 2013_07 11:15:05
Starting num topic 24 11:15:05
start modeling LDA Mallet 11:15:05
finished modeling LDA Mallet, number of topics 24, 11:15:49
Finished topic modeing window 2013_07 11:15:49
Starting num topic 26 11:15:49
start modeling LDA Mallet 11:15:49
finished modeling LDA Mallet, number of topics 26, 11:16:34
Finished topic modeing window 2013_07 11:16:34
Starting num topic 28 11:16:34
start modeling LDA Mallet 11:16:34
finished modeling LDA Mallet, number of topics 28, 11:17:19
Finished topic modeing window 2013_07 11:17:19
Starting num topic 30 11:17:19
start modeling LDA Mallet 11:17:19
finished modeling LDA Mallet, number of topics 30, 11:18:05
Finished topic modeing window 2013_07 11:18:05
Starting num topic 10 11:18:05
start modeling LDA Mallet 11:18:05
finished modeling LDA Mallet, number of topics 10, 11:22:46
Finished topic modeing window 2013_08 11:22:46
Starting num topic 12 11:22:46
start modeling LDA Mallet 11:22:46
finished modeling LDA Mallet, number of topics 12, 11:27:47
Finished topic modeing window 2013_08 11:27:47
Starting num topic 14 11:27:47
start modeling LDA Mallet 11:27:47
finished modeling LDA Mallet, number of topics 14, 11:32:28
Finished topic modeing window 2013_08 11:32:28
Starting num topic 16 11:32:28
start modeling LDA Mallet 11:32:28
finished modeling LDA Mallet, number of topics 16, 11:37:15
Finished topic modeing window 2013_08 11:37:15
Starting num topic 18 11:37:15
start modeling LDA Mallet 11:37:15
finished modeling LDA Mallet, number of topics 18, 11:42:12
Finished topic modeing window 2013_08 11:42:12
Starting num topic 20 11:42:12
start modeling LDA Mallet 11:42:12
finished modeling LDA Mallet, number of topics 20, 11:46:59
Finished topic modeing window 2013_08 11:46:59
Starting num topic 22 11:46:59
start modeling LDA Mallet 11:46:59
finished modeling LDA Mallet, number of topics 22, 11:51:50
Finished topic modeing window 2013_08 11:51:50
Starting num topic 24 11:51:50
start modeling LDA Mallet 11:51:50
finished modeling LDA Mallet, number of topics 24, 11:56:44
Finished topic modeing window 2013_08 11:56:44
Starting num topic 26 11:56:44
start modeling LDA Mallet 11:56:44
finished modeling LDA Mallet, number of topics 26, 12:01:37
Finished topic modeing window 2013_08 12:01:37
Starting num topic 28 12:01:37
start modeling LDA Mallet 12:01:37
finished modeling LDA Mallet, number of topics 28, 12:06:39
Finished topic modeing window 2013_08 12:06:39
Starting num topic 30 12:06:39
start modeling LDA Mallet 12:06:39
finished modeling LDA Mallet, number of topics 30, 12:11:41
Finished topic modeing window 2013_08 12:11:41
Starting num topic 10 12:11:41
start modeling LDA Mallet 12:11:41
finished modeling LDA Mallet, number of topics 10, 12:12:18
Finished topic modeing window 2013_09 12:12:18
Starting num topic 12 12:12:18
start modeling LDA Mallet 12:12:18
finished modeling LDA Mallet, number of topics 12, 12:12:56
Finished topic modeing window 2013_09 12:12:56
Starting num topic 14 12:12:56
start modeling LDA Mallet 12:12:56
finished modeling LDA Mallet, number of topics 14, 12:13:34
Finished topic modeing window 2013_09 12:13:34
Starting num topic 16 12:13:34
start modeling LDA Mallet 12:13:34
finished modeling LDA Mallet, number of topics 16, 12:14:12
Finished topic modeing window 2013_09 12:14:12
Starting num topic 18 12:14:12
start modeling LDA Mallet 12:14:12
finished modeling LDA Mallet, number of topics 18, 12:14:50
Finished topic modeing window 2013_09 12:14:50
Starting num topic 20 12:14:50
start modeling LDA Mallet 12:14:50
finished modeling LDA Mallet, number of topics 20, 12:15:28
Finished topic modeing window 2013_09 12:15:28
Starting num topic 22 12:15:28
start modeling LDA Mallet 12:15:28
finished modeling LDA Mallet, number of topics 22, 12:16:07
Finished topic modeing window 2013_09 12:16:07
Starting num topic 24 12:16:07
start modeling LDA Mallet 12:16:07
finished modeling LDA Mallet, number of topics 24, 12:16:45
Finished topic modeing window 2013_09 12:16:45
Starting num topic 26 12:16:45
start modeling LDA Mallet 12:16:45
finished modeling LDA Mallet, number of topics 26, 12:17:24
Finished topic modeing window 2013_09 12:17:24
Starting num topic 28 12:17:24
start modeling LDA Mallet 12:17:24
finished modeling LDA Mallet, number of topics 28, 12:18:03
Finished topic modeing window 2013_09 12:18:03
Starting num topic 30 12:18:03
start modeling LDA Mallet 12:18:03
finished modeling LDA Mallet, number of topics 30, 12:18:42
Finished topic modeing window 2013_09 12:18:42
Starting num topic 10 12:18:42
start modeling LDA Mallet 12:18:42
finished modeling LDA Mallet, number of topics 10, 12:19:22
Finished topic modeing window 2013_10 12:19:22
Starting num topic 12 12:19:22
start modeling LDA Mallet 12:19:22
finished modeling LDA Mallet, number of topics 12, 12:20:03
Finished topic modeing window 2013_10 12:20:03
Starting num topic 14 12:20:03
start modeling LDA Mallet 12:20:03
finished modeling LDA Mallet, number of topics 14, 12:20:43
Finished topic modeing window 2013_10 12:20:43
Starting num topic 16 12:20:43
start modeling LDA Mallet 12:20:43
finished modeling LDA Mallet, number of topics 16, 12:21:23
Finished topic modeing window 2013_10 12:21:23
Starting num topic 18 12:21:23
start modeling LDA Mallet 12:21:23
finished modeling LDA Mallet, number of topics 18, 12:22:04
Finished topic modeing window 2013_10 12:22:04
Starting num topic 20 12:22:04
start modeling LDA Mallet 12:22:04
finished modeling LDA Mallet, number of topics 20, 12:22:45
Finished topic modeing window 2013_10 12:22:45
Starting num topic 22 12:22:45
start modeling LDA Mallet 12:22:45
finished modeling LDA Mallet, number of topics 22, 12:23:25
Finished topic modeing window 2013_10 12:23:25
Starting num topic 24 12:23:25
start modeling LDA Mallet 12:23:25
finished modeling LDA Mallet, number of topics 24, 12:24:06
Finished topic modeing window 2013_10 12:24:06
Starting num topic 26 12:24:06
start modeling LDA Mallet 12:24:06
finished modeling LDA Mallet, number of topics 26, 12:24:47
Finished topic modeing window 2013_10 12:24:47
Starting num topic 28 12:24:47
start modeling LDA Mallet 12:24:47
finished modeling LDA Mallet, number of topics 28, 12:25:28
Finished topic modeing window 2013_10 12:25:28
Starting num topic 30 12:25:28
start modeling LDA Mallet 12:25:28
finished modeling LDA Mallet, number of topics 30, 12:26:09
Finished topic modeing window 2013_10 12:26:09
Starting num topic 10 12:26:09
start modeling LDA Mallet 12:26:09
finished modeling LDA Mallet, number of topics 10, 12:28:24
Finished topic modeing window 2013_11 12:28:24
Starting num topic 12 12:28:24
start modeling LDA Mallet 12:28:24
finished modeling LDA Mallet, number of topics 12, 12:30:40
Finished topic modeing window 2013_11 12:30:40
Starting num topic 14 12:30:40
start modeling LDA Mallet 12:30:40
finished modeling LDA Mallet, number of topics 14, 12:33:00
Finished topic modeing window 2013_11 12:33:00
Starting num topic 16 12:33:00
start modeling LDA Mallet 12:33:00
finished modeling LDA Mallet, number of topics 16, 12:35:22
Finished topic modeing window 2013_11 12:35:22
Starting num topic 18 12:35:22
start modeling LDA Mallet 12:35:22
finished modeling LDA Mallet, number of topics 18, 12:37:43
Finished topic modeing window 2013_11 12:37:43
Starting num topic 20 12:37:43
start modeling LDA Mallet 12:37:43
finished modeling LDA Mallet, number of topics 20, 12:40:05
Finished topic modeing window 2013_11 12:40:05
Starting num topic 22 12:40:05
start modeling LDA Mallet 12:40:05
finished modeling LDA Mallet, number of topics 22, 12:42:26
Finished topic modeing window 2013_11 12:42:26
Starting num topic 24 12:42:26
start modeling LDA Mallet 12:42:26
finished modeling LDA Mallet, number of topics 24, 12:44:48
Finished topic modeing window 2013_11 12:44:48
Starting num topic 26 12:44:48
start modeling LDA Mallet 12:44:48
finished modeling LDA Mallet, number of topics 26, 12:47:12
Finished topic modeing window 2013_11 12:47:12
Starting num topic 28 12:47:12
start modeling LDA Mallet 12:47:12
finished modeling LDA Mallet, number of topics 28, 12:49:37
Finished topic modeing window 2013_11 12:49:37
Starting num topic 30 12:49:37
start modeling LDA Mallet 12:49:37
finished modeling LDA Mallet, number of topics 30, 12:52:03
Finished topic modeing window 2013_11 12:52:03
Starting num topic 10 12:52:03
start modeling LDA Mallet 12:52:03
finished modeling LDA Mallet, number of topics 10, 12:55:48
Finished topic modeing window 2013_12 12:55:48
Starting num topic 12 12:55:48
start modeling LDA Mallet 12:55:48
finished modeling LDA Mallet, number of topics 12, 12:59:54
Finished topic modeing window 2013_12 12:59:54
Starting num topic 14 12:59:54
start modeling LDA Mallet 12:59:54
finished modeling LDA Mallet, number of topics 14, 13:03:42
Finished topic modeing window 2013_12 13:03:42
Starting num topic 16 13:03:42
start modeling LDA Mallet 13:03:42
finished modeling LDA Mallet, number of topics 16, 13:07:25
Finished topic modeing window 2013_12 13:07:25
Starting num topic 18 13:07:25
start modeling LDA Mallet 13:07:25
finished modeling LDA Mallet, number of topics 18, 13:11:11
Finished topic modeing window 2013_12 13:11:11
Starting num topic 20 13:11:11
start modeling LDA Mallet 13:11:11
finished modeling LDA Mallet, number of topics 20, 13:15:12
Finished topic modeing window 2013_12 13:15:12
Starting num topic 22 13:15:12
start modeling LDA Mallet 13:15:12
finished modeling LDA Mallet, number of topics 22, 13:19:06
Finished topic modeing window 2013_12 13:19:06
Starting num topic 24 13:19:06
start modeling LDA Mallet 13:19:06
finished modeling LDA Mallet, number of topics 24, 13:23:12
Finished topic modeing window 2013_12 13:23:12
Starting num topic 26 13:23:12
start modeling LDA Mallet 13:23:12
finished modeling LDA Mallet, number of topics 26, 13:27:12
Finished topic modeing window 2013_12 13:27:12
Starting num topic 28 13:27:12
start modeling LDA Mallet 13:27:12
finished modeling LDA Mallet, number of topics 28, 13:31:23
Finished topic modeing window 2013_12 13:31:23
Starting num topic 30 13:31:23
start modeling LDA Mallet 13:31:23
finished modeling LDA Mallet, number of topics 30, 13:35:30
Finished topic modeing window 2013_12 13:35:30
Starting num topic 10 13:35:30
start modeling LDA Mallet 13:35:30
finished modeling LDA Mallet, number of topics 10, 13:40:10
Finished topic modeing window 2014_01 13:40:10
Starting num topic 12 13:40:10
start modeling LDA Mallet 13:40:10
finished modeling LDA Mallet, number of topics 12, 13:44:50
Finished topic modeing window 2014_01 13:44:50
Starting num topic 14 13:44:50
start modeling LDA Mallet 13:44:50
finished modeling LDA Mallet, number of topics 14, 13:49:41
Finished topic modeing window 2014_01 13:49:41
Starting num topic 16 13:49:41
start modeling LDA Mallet 13:49:41
finished modeling LDA Mallet, number of topics 16, 13:54:41
Finished topic modeing window 2014_01 13:54:41
Starting num topic 18 13:54:41
start modeling LDA Mallet 13:54:41
finished modeling LDA Mallet, number of topics 18, 13:59:46
Finished topic modeing window 2014_01 13:59:46
Starting num topic 20 13:59:46
start modeling LDA Mallet 13:59:46
finished modeling LDA Mallet, number of topics 20, 14:05:07
Finished topic modeing window 2014_01 14:05:07
Starting num topic 22 14:05:07
start modeling LDA Mallet 14:05:07
finished modeling LDA Mallet, number of topics 22, 14:10:17
Finished topic modeing window 2014_01 14:10:17
Starting num topic 24 14:10:17
start modeling LDA Mallet 14:10:17
finished modeling LDA Mallet, number of topics 24, 14:15:40
Finished topic modeing window 2014_01 14:15:40
Starting num topic 26 14:15:40
start modeling LDA Mallet 14:15:40
finished modeling LDA Mallet, number of topics 26, 14:21:15
Finished topic modeing window 2014_01 14:21:15
Starting num topic 28 14:21:15
start modeling LDA Mallet 14:21:15
finished modeling LDA Mallet, number of topics 28, 14:26:57
Finished topic modeing window 2014_01 14:26:57
Starting num topic 30 14:26:57
start modeling LDA Mallet 14:26:57
finished modeling LDA Mallet, number of topics 30, 14:32:32
Finished topic modeing window 2014_01 14:32:32
Starting num topic 10 14:32:32
start modeling LDA Mallet 14:32:32
finished modeling LDA Mallet, number of topics 10, 14:34:49
Finished topic modeing window 2014_02 14:34:49
Starting num topic 12 14:34:49
start modeling LDA Mallet 14:34:49
finished modeling LDA Mallet, number of topics 12, 14:37:11
Finished topic modeing window 2014_02 14:37:11
Starting num topic 14 14:37:11
start modeling LDA Mallet 14:37:11
finished modeling LDA Mallet, number of topics 14, 14:39:28
Finished topic modeing window 2014_02 14:39:28
Starting num topic 16 14:39:28
start modeling LDA Mallet 14:39:28
finished modeling LDA Mallet, number of topics 16, 14:41:52
Finished topic modeing window 2014_02 14:41:52
Starting num topic 18 14:41:52
start modeling LDA Mallet 14:41:52
finished modeling LDA Mallet, number of topics 18, 14:44:22
Finished topic modeing window 2014_02 14:44:22
Starting num topic 20 14:44:22
start modeling LDA Mallet 14:44:22
finished modeling LDA Mallet, number of topics 20, 14:46:46
Finished topic modeing window 2014_02 14:46:46
Starting num topic 22 14:46:46
start modeling LDA Mallet 14:46:46
finished modeling LDA Mallet, number of topics 22, 14:49:22
Finished topic modeing window 2014_02 14:49:22
Starting num topic 24 14:49:22
start modeling LDA Mallet 14:49:22
finished modeling LDA Mallet, number of topics 24, 14:51:44
Finished topic modeing window 2014_02 14:51:44
Starting num topic 26 14:51:44
start modeling LDA Mallet 14:51:44
finished modeling LDA Mallet, number of topics 26, 14:54:03
Finished topic modeing window 2014_02 14:54:03
Starting num topic 28 14:54:03
start modeling LDA Mallet 14:54:03
finished modeling LDA Mallet, number of topics 28, 14:56:27
Finished topic modeing window 2014_02 14:56:27
Starting num topic 30 14:56:27
start modeling LDA Mallet 14:56:27
finished modeling LDA Mallet, number of topics 30, 14:59:03
Finished topic modeing window 2014_02 14:59:03
Starting num topic 10 14:59:03
start modeling LDA Mallet 14:59:03
finished modeling LDA Mallet, number of topics 10, 15:01:29
Finished topic modeing window 2014_03 15:01:29
Starting num topic 12 15:01:29
start modeling LDA Mallet 15:01:29
finished modeling LDA Mallet, number of topics 12, 15:03:55
Finished topic modeing window 2014_03 15:03:55
Starting num topic 14 15:03:55
start modeling LDA Mallet 15:03:55
finished modeling LDA Mallet, number of topics 14, 15:06:32
Finished topic modeing window 2014_03 15:06:32
Starting num topic 16 15:06:32
start modeling LDA Mallet 15:06:32
finished modeling LDA Mallet, number of topics 16, 15:09:12
Finished topic modeing window 2014_03 15:09:12
Starting num topic 18 15:09:12
start modeling LDA Mallet 15:09:12
finished modeling LDA Mallet, number of topics 18, 15:11:47
Finished topic modeing window 2014_03 15:11:47
Starting num topic 20 15:11:47
start modeling LDA Mallet 15:11:47
finished modeling LDA Mallet, number of topics 20, 15:14:35
Finished topic modeing window 2014_03 15:14:35
Starting num topic 22 15:14:35
start modeling LDA Mallet 15:14:35
finished modeling LDA Mallet, number of topics 22, 15:17:12
Finished topic modeing window 2014_03 15:17:12
Starting num topic 24 15:17:12
start modeling LDA Mallet 15:17:12
finished modeling LDA Mallet, number of topics 24, 15:19:58
Finished topic modeing window 2014_03 15:19:58
Starting num topic 26 15:19:58
start modeling LDA Mallet 15:19:58
finished modeling LDA Mallet, number of topics 26, 15:22:46
Finished topic modeing window 2014_03 15:22:46
Starting num topic 28 15:22:46
start modeling LDA Mallet 15:22:46
finished modeling LDA Mallet, number of topics 28, 15:25:34
Finished topic modeing window 2014_03 15:25:34
Starting num topic 30 15:25:34
start modeling LDA Mallet 15:25:34
finished modeling LDA Mallet, number of topics 30, 15:28:25
Finished topic modeing window 2014_03 15:28:25
Starting num topic 10 15:28:25
start modeling LDA Mallet 15:28:25
finished modeling LDA Mallet, number of topics 10, 15:32:33
Finished topic modeing window 2014_04 15:32:33
Starting num topic 12 15:32:33
start modeling LDA Mallet 15:32:33
finished modeling LDA Mallet, number of topics 12, 15:36:43
Finished topic modeing window 2014_04 15:36:43
Starting num topic 14 15:36:43
start modeling LDA Mallet 15:36:43
finished modeling LDA Mallet, number of topics 14, 15:40:57
Finished topic modeing window 2014_04 15:40:57
Starting num topic 16 15:40:57
start modeling LDA Mallet 15:40:57
finished modeling LDA Mallet, number of topics 16, 15:45:18
Finished topic modeing window 2014_04 15:45:18
Starting num topic 18 15:45:18
start modeling LDA Mallet 15:45:18
finished modeling LDA Mallet, number of topics 18, 15:50:00
Finished topic modeing window 2014_04 15:50:00
Starting num topic 20 15:50:00
start modeling LDA Mallet 15:50:00
finished modeling LDA Mallet, number of topics 20, 15:54:26
Finished topic modeing window 2014_04 15:54:26
Starting num topic 22 15:54:26
start modeling LDA Mallet 15:54:26
finished modeling LDA Mallet, number of topics 22, 15:58:59
Finished topic modeing window 2014_04 15:58:59
Starting num topic 24 15:58:59
start modeling LDA Mallet 15:58:59
finished modeling LDA Mallet, number of topics 24, 16:03:54
Finished topic modeing window 2014_04 16:03:54
Starting num topic 26 16:03:54
start modeling LDA Mallet 16:03:54
finished modeling LDA Mallet, number of topics 26, 16:08:36
Finished topic modeing window 2014_04 16:08:36
Starting num topic 28 16:08:36
start modeling LDA Mallet 16:08:36
finished modeling LDA Mallet, number of topics 28, 16:13:31
Finished topic modeing window 2014_04 16:13:31
Starting num topic 30 16:13:31
start modeling LDA Mallet 16:13:31
finished modeling LDA Mallet, number of topics 30, 16:18:15
Finished topic modeing window 2014_04 16:18:15
Starting num topic 10 16:18:15
start modeling LDA Mallet 16:18:15
finished modeling LDA Mallet, number of topics 10, 16:21:55
Finished topic modeing window 2014_05 16:21:55
Starting num topic 12 16:21:55
start modeling LDA Mallet 16:21:55
finished modeling LDA Mallet, number of topics 12, 16:25:47
Finished topic modeing window 2014_05 16:25:47
Starting num topic 14 16:25:47
start modeling LDA Mallet 16:25:47
finished modeling LDA Mallet, number of topics 14, 16:29:41
Finished topic modeing window 2014_05 16:29:41
Starting num topic 16 16:29:41
start modeling LDA Mallet 16:29:41
finished modeling LDA Mallet, number of topics 16, 16:33:36
Finished topic modeing window 2014_05 16:33:36
Starting num topic 18 16:33:36
start modeling LDA Mallet 16:33:36
finished modeling LDA Mallet, number of topics 18, 16:37:36
Finished topic modeing window 2014_05 16:37:36
Starting num topic 20 16:37:36
start modeling LDA Mallet 16:37:36
finished modeling LDA Mallet, number of topics 20, 16:41:51
Finished topic modeing window 2014_05 16:41:51
Starting num topic 22 16:41:51
start modeling LDA Mallet 16:41:51
finished modeling LDA Mallet, number of topics 22, 16:45:56
Finished topic modeing window 2014_05 16:45:56
Starting num topic 24 16:45:56
start modeling LDA Mallet 16:45:56
finished modeling LDA Mallet, number of topics 24, 16:50:03
Finished topic modeing window 2014_05 16:50:03
Starting num topic 26 16:50:03
start modeling LDA Mallet 16:50:03
finished modeling LDA Mallet, number of topics 26, 16:54:17
Finished topic modeing window 2014_05 16:54:17
Starting num topic 28 16:54:17
start modeling LDA Mallet 16:54:17
finished modeling LDA Mallet, number of topics 28, 16:59:02
Finished topic modeing window 2014_05 16:59:02
Starting num topic 30 16:59:02
start modeling LDA Mallet 16:59:02
finished modeling LDA Mallet, number of topics 30, 17:03:23
Finished topic modeing window 2014_05 17:03:23
Starting num topic 10 17:03:23
start modeling LDA Mallet 17:03:23
finished modeling LDA Mallet, number of topics 10, 17:05:59
Finished topic modeing window 2014_06 17:05:59
Starting num topic 12 17:05:59
start modeling LDA Mallet 17:05:59
finished modeling LDA Mallet, number of topics 12, 17:08:47
Finished topic modeing window 2014_06 17:08:47
Starting num topic 14 17:08:47
start modeling LDA Mallet 17:08:47
finished modeling LDA Mallet, number of topics 14, 17:11:43
Finished topic modeing window 2014_06 17:11:43
Starting num topic 16 17:11:43
start modeling LDA Mallet 17:11:43
finished modeling LDA Mallet, number of topics 16, 17:14:42
Finished topic modeing window 2014_06 17:14:42
Starting num topic 18 17:14:42
start modeling LDA Mallet 17:14:42
finished modeling LDA Mallet, number of topics 18, 17:17:35
Finished topic modeing window 2014_06 17:17:35
Starting num topic 20 17:17:35
start modeling LDA Mallet 17:17:35
finished modeling LDA Mallet, number of topics 20, 17:20:40
Finished topic modeing window 2014_06 17:20:40
Starting num topic 22 17:20:40
start modeling LDA Mallet 17:20:40
finished modeling LDA Mallet, number of topics 22, 17:23:51
Finished topic modeing window 2014_06 17:23:51
Starting num topic 24 17:23:51
start modeling LDA Mallet 17:23:51
finished modeling LDA Mallet, number of topics 24, 17:27:12
Finished topic modeing window 2014_06 17:27:12
Starting num topic 26 17:27:12
start modeling LDA Mallet 17:27:12
finished modeling LDA Mallet, number of topics 26, 17:30:32
Finished topic modeing window 2014_06 17:30:32
Starting num topic 28 17:30:32
start modeling LDA Mallet 17:30:32
finished modeling LDA Mallet, number of topics 28, 17:33:51
Finished topic modeing window 2014_06 17:33:51
Starting num topic 30 17:33:51
start modeling LDA Mallet 17:33:51
finished modeling LDA Mallet, number of topics 30, 17:37:17
Finished topic modeing window 2014_06 17:37:17
Starting num topic 10 17:37:17
start modeling LDA Mallet 17:37:17
finished modeling LDA Mallet, number of topics 10, 17:38:09
Finished topic modeing window 2014_07 17:38:09
Starting num topic 12 17:38:09
start modeling LDA Mallet 17:38:09
finished modeling LDA Mallet, number of topics 12, 17:39:03
Finished topic modeing window 2014_07 17:39:03
Starting num topic 14 17:39:03
start modeling LDA Mallet 17:39:03
finished modeling LDA Mallet, number of topics 14, 17:39:56
Finished topic modeing window 2014_07 17:39:56
Starting num topic 16 17:39:56
start modeling LDA Mallet 17:39:56
finished modeling LDA Mallet, number of topics 16, 17:40:43
Finished topic modeing window 2014_07 17:40:43
Starting num topic 18 17:40:43
start modeling LDA Mallet 17:40:43
finished modeling LDA Mallet, number of topics 18, 17:41:33
Finished topic modeing window 2014_07 17:41:33
Starting num topic 20 17:41:33
start modeling LDA Mallet 17:41:33
finished modeling LDA Mallet, number of topics 20, 17:42:27
Finished topic modeing window 2014_07 17:42:27
Starting num topic 22 17:42:27
start modeling LDA Mallet 17:42:27
finished modeling LDA Mallet, number of topics 22, 17:43:21
Finished topic modeing window 2014_07 17:43:21
Starting num topic 24 17:43:21
start modeling LDA Mallet 17:43:21
finished modeling LDA Mallet, number of topics 24, 17:44:17
Finished topic modeing window 2014_07 17:44:17
Starting num topic 26 17:44:17
start modeling LDA Mallet 17:44:17
finished modeling LDA Mallet, number of topics 26, 17:45:12
Finished topic modeing window 2014_07 17:45:12
Starting num topic 28 17:45:12
start modeling LDA Mallet 17:45:12
finished modeling LDA Mallet, number of topics 28, 17:46:08
Finished topic modeing window 2014_07 17:46:08
Starting num topic 30 17:46:08
start modeling LDA Mallet 17:46:08
finished modeling LDA Mallet, number of topics 30, 17:47:04
Finished topic modeing window 2014_07 17:47:04
Starting num topic 10 17:47:04
start modeling LDA Mallet 17:47:04
finished modeling LDA Mallet, number of topics 10, 17:50:33
Finished topic modeing window 2014_08 17:50:33
Starting num topic 12 17:50:33
start modeling LDA Mallet 17:50:33
finished modeling LDA Mallet, number of topics 12, 17:54:10
Finished topic modeing window 2014_08 17:54:10
Starting num topic 14 17:54:10
start modeling LDA Mallet 17:54:10
finished modeling LDA Mallet, number of topics 14, 17:57:49
Finished topic modeing window 2014_08 17:57:49
Starting num topic 16 17:57:49
start modeling LDA Mallet 17:57:49
finished modeling LDA Mallet, number of topics 16, 18:01:23
Finished topic modeing window 2014_08 18:01:23
Starting num topic 18 18:01:23
start modeling LDA Mallet 18:01:23
finished modeling LDA Mallet, number of topics 18, 18:05:07
Finished topic modeing window 2014_08 18:05:07
Starting num topic 20 18:05:07
start modeling LDA Mallet 18:05:07
finished modeling LDA Mallet, number of topics 20, 18:08:58
Finished topic modeing window 2014_08 18:08:58
Starting num topic 22 18:08:58
start modeling LDA Mallet 18:08:58
finished modeling LDA Mallet, number of topics 22, 18:13:16
Finished topic modeing window 2014_08 18:13:16
Starting num topic 24 18:13:16
start modeling LDA Mallet 18:13:16
finished modeling LDA Mallet, number of topics 24, 18:17:05
Finished topic modeing window 2014_08 18:17:05
Starting num topic 26 18:17:05
start modeling LDA Mallet 18:17:05
finished modeling LDA Mallet, number of topics 26, 18:21:02
Finished topic modeing window 2014_08 18:21:02
Starting num topic 28 18:21:02
start modeling LDA Mallet 18:21:02
finished modeling LDA Mallet, number of topics 28, 18:25:05
Finished topic modeing window 2014_08 18:25:05
Starting num topic 30 18:25:05
start modeling LDA Mallet 18:25:05
finished modeling LDA Mallet, number of topics 30, 18:29:10
Finished topic modeing window 2014_08 18:29:10
Starting num topic 10 18:29:10
start modeling LDA Mallet 18:29:10
finished modeling LDA Mallet, number of topics 10, 18:33:16
Finished topic modeing window 2014_09 18:33:16
Starting num topic 12 18:33:16
start modeling LDA Mallet 18:33:16
finished modeling LDA Mallet, number of topics 12, 18:37:31
Finished topic modeing window 2014_09 18:37:31
Starting num topic 14 18:37:31
start modeling LDA Mallet 18:37:31
finished modeling LDA Mallet, number of topics 14, 18:41:46
Finished topic modeing window 2014_09 18:41:46
Starting num topic 16 18:41:46
start modeling LDA Mallet 18:41:46
finished modeling LDA Mallet, number of topics 16, 18:46:08
Finished topic modeing window 2014_09 18:46:08
Starting num topic 18 18:46:08
start modeling LDA Mallet 18:46:08
finished modeling LDA Mallet, number of topics 18, 18:50:35
Finished topic modeing window 2014_09 18:50:35
Starting num topic 20 18:50:35
start modeling LDA Mallet 18:50:35
finished modeling LDA Mallet, number of topics 20, 18:55:03
Finished topic modeing window 2014_09 18:55:03
Starting num topic 22 18:55:03
start modeling LDA Mallet 18:55:03
finished modeling LDA Mallet, number of topics 22, 18:59:36
Finished topic modeing window 2014_09 18:59:36
Starting num topic 24 18:59:36
start modeling LDA Mallet 18:59:36
finished modeling LDA Mallet, number of topics 24, 19:04:13
Finished topic modeing window 2014_09 19:04:13
Starting num topic 26 19:04:13
start modeling LDA Mallet 19:04:13
finished modeling LDA Mallet, number of topics 26, 19:09:02
Finished topic modeing window 2014_09 19:09:02
Starting num topic 28 19:09:02
start modeling LDA Mallet 19:09:02
finished modeling LDA Mallet, number of topics 28, 19:13:44
Finished topic modeing window 2014_09 19:13:44
Starting num topic 30 19:13:44
start modeling LDA Mallet 19:13:44
finished modeling LDA Mallet, number of topics 30, 19:18:33
Finished topic modeing window 2014_09 19:18:33
Starting num topic 10 19:18:33
start modeling LDA Mallet 19:18:33
finished modeling LDA Mallet, number of topics 10, 19:23:19
Finished topic modeing window 2014_10 19:23:19
Starting num topic 12 19:23:19
start modeling LDA Mallet 19:23:19
finished modeling LDA Mallet, number of topics 12, 19:28:35
Finished topic modeing window 2014_10 19:28:35
Starting num topic 14 19:28:35
start modeling LDA Mallet 19:28:35
finished modeling LDA Mallet, number of topics 14, 19:33:32
Finished topic modeing window 2014_10 19:33:32
Starting num topic 16 19:33:32
start modeling LDA Mallet 19:33:32
finished modeling LDA Mallet, number of topics 16, 19:38:33
Finished topic modeing window 2014_10 19:38:33
Starting num topic 18 19:38:33
start modeling LDA Mallet 19:38:33
finished modeling LDA Mallet, number of topics 18, 19:43:41
Finished topic modeing window 2014_10 19:43:41
Starting num topic 20 19:43:41
start modeling LDA Mallet 19:43:41
finished modeling LDA Mallet, number of topics 20, 19:48:52
Finished topic modeing window 2014_10 19:48:52
Starting num topic 22 19:48:52
start modeling LDA Mallet 19:48:52
finished modeling LDA Mallet, number of topics 22, 19:54:30
Finished topic modeing window 2014_10 19:54:30
Starting num topic 24 19:54:30
start modeling LDA Mallet 19:54:30
finished modeling LDA Mallet, number of topics 24, 20:00:05
Finished topic modeing window 2014_10 20:00:05
Starting num topic 26 20:00:05
start modeling LDA Mallet 20:00:05
finished modeling LDA Mallet, number of topics 26, 20:05:46
Finished topic modeing window 2014_10 20:05:46
Starting num topic 28 20:05:46
start modeling LDA Mallet 20:05:46
finished modeling LDA Mallet, number of topics 28, 20:11:14
Finished topic modeing window 2014_10 20:11:14
Starting num topic 30 20:11:14
start modeling LDA Mallet 20:11:14
finished modeling LDA Mallet, number of topics 30, 20:16:44
Finished topic modeing window 2014_10 20:16:44
Starting num topic 10 20:16:44
start modeling LDA Mallet 20:16:44
finished modeling LDA Mallet, number of topics 10, 20:20:17
Finished topic modeing window 2014_11 20:20:17
Starting num topic 12 20:20:17
start modeling LDA Mallet 20:20:17
finished modeling LDA Mallet, number of topics 12, 20:23:50
Finished topic modeing window 2014_11 20:23:50
Starting num topic 14 20:23:50
start modeling LDA Mallet 20:23:50
finished modeling LDA Mallet, number of topics 14, 20:27:12
Finished topic modeing window 2014_11 20:27:12
Starting num topic 16 20:27:12
start modeling LDA Mallet 20:27:12
finished modeling LDA Mallet, number of topics 16, 20:30:45
Finished topic modeing window 2014_11 20:30:45
Starting num topic 18 20:30:45
start modeling LDA Mallet 20:30:45
finished modeling LDA Mallet, number of topics 18, 20:34:17
Finished topic modeing window 2014_11 20:34:17
Starting num topic 20 20:34:17
start modeling LDA Mallet 20:34:17
finished modeling LDA Mallet, number of topics 20, 20:37:52
Finished topic modeing window 2014_11 20:37:52
Starting num topic 22 20:37:52
start modeling LDA Mallet 20:37:52
finished modeling LDA Mallet, number of topics 22, 20:41:28
Finished topic modeing window 2014_11 20:41:28
Starting num topic 24 20:41:28
start modeling LDA Mallet 20:41:28
finished modeling LDA Mallet, number of topics 24, 20:45:06
Finished topic modeing window 2014_11 20:45:06
Starting num topic 26 20:45:06
start modeling LDA Mallet 20:45:06
finished modeling LDA Mallet, number of topics 26, 20:48:44
Finished topic modeing window 2014_11 20:48:44
Starting num topic 28 20:48:44
start modeling LDA Mallet 20:48:44
finished modeling LDA Mallet, number of topics 28, 20:52:35
Finished topic modeing window 2014_11 20:52:35
Starting num topic 30 20:52:35
start modeling LDA Mallet 20:52:35
finished modeling LDA Mallet, number of topics 30, 20:56:22
Finished topic modeing window 2014_11 20:56:22
Starting num topic 10 20:56:22
start modeling LDA Mallet 20:56:22
finished modeling LDA Mallet, number of topics 10, 20:57:56
Finished topic modeing window 2014_12 20:57:56
Starting num topic 12 20:57:56
start modeling LDA Mallet 20:57:56
finished modeling LDA Mallet, number of topics 12, 20:59:30
Finished topic modeing window 2014_12 20:59:30
Starting num topic 14 20:59:30
start modeling LDA Mallet 20:59:30
finished modeling LDA Mallet, number of topics 14, 21:01:04
Finished topic modeing window 2014_12 21:01:04
Starting num topic 16 21:01:04
start modeling LDA Mallet 21:01:04
finished modeling LDA Mallet, number of topics 16, 21:02:39
Finished topic modeing window 2014_12 21:02:39
Starting num topic 18 21:02:39
start modeling LDA Mallet 21:02:39
finished modeling LDA Mallet, number of topics 18, 21:04:20
Finished topic modeing window 2014_12 21:04:20
Starting num topic 20 21:04:20
start modeling LDA Mallet 21:04:20
finished modeling LDA Mallet, number of topics 20, 21:06:05
Finished topic modeing window 2014_12 21:06:05
Starting num topic 22 21:06:05
start modeling LDA Mallet 21:06:05
finished modeling LDA Mallet, number of topics 22, 21:07:55
Finished topic modeing window 2014_12 21:07:55
Starting num topic 24 21:07:55
start modeling LDA Mallet 21:07:55
finished modeling LDA Mallet, number of topics 24, 21:09:35
Finished topic modeing window 2014_12 21:09:35
Starting num topic 26 21:09:35
start modeling LDA Mallet 21:09:35
finished modeling LDA Mallet, number of topics 26, 21:11:24
Finished topic modeing window 2014_12 21:11:24
Starting num topic 28 21:11:24
start modeling LDA Mallet 21:11:24
finished modeling LDA Mallet, number of topics 28, 21:13:07
Finished topic modeing window 2014_12 21:13:07
Starting num topic 30 21:13:07
start modeling LDA Mallet 21:13:07
finished modeling LDA Mallet, number of topics 30, 21:14:54
Finished topic modeing window 2014_12 21:14:54
Starting num topic 10 21:14:54
start modeling LDA Mallet 21:14:54
finished modeling LDA Mallet, number of topics 10, 21:15:24
Finished topic modeing window 2015_01 21:15:24
Starting num topic 12 21:15:24
start modeling LDA Mallet 21:15:24
finished modeling LDA Mallet, number of topics 12, 21:15:55
Finished topic modeing window 2015_01 21:15:55
Starting num topic 14 21:15:55
start modeling LDA Mallet 21:15:55
finished modeling LDA Mallet, number of topics 14, 21:16:26
Finished topic modeing window 2015_01 21:16:26
Starting num topic 16 21:16:26
start modeling LDA Mallet 21:16:26
finished modeling LDA Mallet, number of topics 16, 21:16:56
Finished topic modeing window 2015_01 21:16:56
Starting num topic 18 21:16:56
start modeling LDA Mallet 21:16:56
finished modeling LDA Mallet, number of topics 18, 21:17:27
Finished topic modeing window 2015_01 21:17:27
Starting num topic 20 21:17:27
start modeling LDA Mallet 21:17:27
finished modeling LDA Mallet, number of topics 20, 21:17:58
Finished topic modeing window 2015_01 21:17:58
Starting num topic 22 21:17:58
start modeling LDA Mallet 21:17:58
finished modeling LDA Mallet, number of topics 22, 21:18:28
Finished topic modeing window 2015_01 21:18:28
Starting num topic 24 21:18:28
start modeling LDA Mallet 21:18:28
finished modeling LDA Mallet, number of topics 24, 21:18:59
Finished topic modeing window 2015_01 21:18:59
Starting num topic 26 21:18:59
start modeling LDA Mallet 21:18:59
finished modeling LDA Mallet, number of topics 26, 21:19:30
Finished topic modeing window 2015_01 21:19:30
Starting num topic 28 21:19:30
start modeling LDA Mallet 21:19:30
finished modeling LDA Mallet, number of topics 28, 21:20:00
Finished topic modeing window 2015_01 21:20:00
Starting num topic 30 21:20:00
start modeling LDA Mallet 21:20:00
finished modeling LDA Mallet, number of topics 30, 21:20:31
Finished topic modeing window 2015_01 21:20:31
Starting num topic 10 21:20:31
start modeling LDA Mallet 21:20:31
finished modeling LDA Mallet, number of topics 10, 21:21:02
Finished topic modeing window 2015_02 21:21:02
Starting num topic 12 21:21:02
start modeling LDA Mallet 21:21:02
finished modeling LDA Mallet, number of topics 12, 21:21:32
Finished topic modeing window 2015_02 21:21:32
Starting num topic 14 21:21:32
start modeling LDA Mallet 21:21:32
finished modeling LDA Mallet, number of topics 14, 21:22:03
Finished topic modeing window 2015_02 21:22:03
Starting num topic 16 21:22:03
start modeling LDA Mallet 21:22:03
finished modeling LDA Mallet, number of topics 16, 21:22:34
Finished topic modeing window 2015_02 21:22:34
Starting num topic 18 21:22:34
start modeling LDA Mallet 21:22:34
finished modeling LDA Mallet, number of topics 18, 21:23:05
Finished topic modeing window 2015_02 21:23:05
Starting num topic 20 21:23:05
start modeling LDA Mallet 21:23:05
finished modeling LDA Mallet, number of topics 20, 21:23:35
Finished topic modeing window 2015_02 21:23:35
Starting num topic 22 21:23:35
start modeling LDA Mallet 21:23:35
finished modeling LDA Mallet, number of topics 22, 21:24:06
Finished topic modeing window 2015_02 21:24:06
Starting num topic 24 21:24:06
start modeling LDA Mallet 21:24:06
finished modeling LDA Mallet, number of topics 24, 21:24:37
Finished topic modeing window 2015_02 21:24:37
Starting num topic 26 21:24:37
start modeling LDA Mallet 21:24:37
finished modeling LDA Mallet, number of topics 26, 21:25:07
Finished topic modeing window 2015_02 21:25:07
Starting num topic 28 21:25:07
start modeling LDA Mallet 21:25:07
finished modeling LDA Mallet, number of topics 28, 21:25:38
Finished topic modeing window 2015_02 21:25:38
Starting num topic 30 21:25:38
start modeling LDA Mallet 21:25:38
finished modeling LDA Mallet, number of topics 30, 21:26:09
Finished topic modeing window 2015_02 21:26:09
Starting num topic 10 21:26:09
start modeling LDA Mallet 21:26:09
finished modeling LDA Mallet, number of topics 10, 21:26:40
Finished topic modeing window 2015_03 21:26:40
Starting num topic 12 21:26:40
start modeling LDA Mallet 21:26:40
finished modeling LDA Mallet, number of topics 12, 21:27:11
Finished topic modeing window 2015_03 21:27:11
Starting num topic 14 21:27:11
start modeling LDA Mallet 21:27:11
finished modeling LDA Mallet, number of topics 14, 21:27:42
Finished topic modeing window 2015_03 21:27:42
Starting num topic 16 21:27:42
start modeling LDA Mallet 21:27:42
finished modeling LDA Mallet, number of topics 16, 21:28:13
Finished topic modeing window 2015_03 21:28:13
Starting num topic 18 21:28:13
start modeling LDA Mallet 21:28:13
finished modeling LDA Mallet, number of topics 18, 21:28:44
Finished topic modeing window 2015_03 21:28:44
Starting num topic 20 21:28:44
start modeling LDA Mallet 21:28:44
finished modeling LDA Mallet, number of topics 20, 21:29:15
Finished topic modeing window 2015_03 21:29:15
Starting num topic 22 21:29:15
start modeling LDA Mallet 21:29:15
finished modeling LDA Mallet, number of topics 22, 21:29:46
Finished topic modeing window 2015_03 21:29:46
Starting num topic 24 21:29:46
start modeling LDA Mallet 21:29:46
finished modeling LDA Mallet, number of topics 24, 21:30:17
Finished topic modeing window 2015_03 21:30:17
Starting num topic 26 21:30:17
start modeling LDA Mallet 21:30:17
finished modeling LDA Mallet, number of topics 26, 21:30:48
Finished topic modeing window 2015_03 21:30:48
Starting num topic 28 21:30:48
start modeling LDA Mallet 21:30:48
finished modeling LDA Mallet, number of topics 28, 21:31:19
Finished topic modeing window 2015_03 21:31:19
Starting num topic 30 21:31:19
start modeling LDA Mallet 21:31:19
finished modeling LDA Mallet, number of topics 30, 21:31:50
Finished topic modeing window 2015_03 21:31:50
Starting num topic 10 21:31:50
start modeling LDA Mallet 21:31:50
finished modeling LDA Mallet, number of topics 10, 21:32:20
Finished topic modeing window 2015_04 21:32:20
Starting num topic 12 21:32:20
start modeling LDA Mallet 21:32:20
finished modeling LDA Mallet, number of topics 12, 21:32:51
Finished topic modeing window 2015_04 21:32:51
Starting num topic 14 21:32:51
start modeling LDA Mallet 21:32:51
finished modeling LDA Mallet, number of topics 14, 21:33:22
Finished topic modeing window 2015_04 21:33:22
Starting num topic 16 21:33:22
start modeling LDA Mallet 21:33:22
finished modeling LDA Mallet, number of topics 16, 21:33:53
Finished topic modeing window 2015_04 21:33:53
Starting num topic 18 21:33:53
start modeling LDA Mallet 21:33:53
finished modeling LDA Mallet, number of topics 18, 21:34:23
Finished topic modeing window 2015_04 21:34:23
Starting num topic 20 21:34:23
start modeling LDA Mallet 21:34:23
finished modeling LDA Mallet, number of topics 20, 21:34:54
Finished topic modeing window 2015_04 21:34:54
Starting num topic 22 21:34:54
start modeling LDA Mallet 21:34:54
finished modeling LDA Mallet, number of topics 22, 21:35:25
Finished topic modeing window 2015_04 21:35:25
Starting num topic 24 21:35:25
start modeling LDA Mallet 21:35:25
finished modeling LDA Mallet, number of topics 24, 21:35:56
Finished topic modeing window 2015_04 21:35:56
Starting num topic 26 21:35:56
start modeling LDA Mallet 21:35:56
finished modeling LDA Mallet, number of topics 26, 21:36:26
Finished topic modeing window 2015_04 21:36:26
Starting num topic 28 21:36:26
start modeling LDA Mallet 21:36:26
finished modeling LDA Mallet, number of topics 28, 21:36:57
Finished topic modeing window 2015_04 21:36:57
Starting num topic 30 21:36:57
start modeling LDA Mallet 21:36:57
finished modeling LDA Mallet, number of topics 30, 21:37:28
Finished topic modeing window 2015_04 21:37:28
Starting num topic 10 21:37:28
start modeling LDA Mallet 21:37:28
finished modeling LDA Mallet, number of topics 10, 21:37:59
Finished topic modeing window 2015_05 21:37:59
Starting num topic 12 21:37:59
start modeling LDA Mallet 21:37:59
finished modeling LDA Mallet, number of topics 12, 21:38:30
Finished topic modeing window 2015_05 21:38:30
Starting num topic 14 21:38:30
start modeling LDA Mallet 21:38:30
finished modeling LDA Mallet, number of topics 14, 21:39:01
Finished topic modeing window 2015_05 21:39:01
Starting num topic 16 21:39:01
start modeling LDA Mallet 21:39:01
finished modeling LDA Mallet, number of topics 16, 21:39:32
Finished topic modeing window 2015_05 21:39:32
Starting num topic 18 21:39:32
start modeling LDA Mallet 21:39:32
finished modeling LDA Mallet, number of topics 18, 21:40:03
Finished topic modeing window 2015_05 21:40:03
Starting num topic 20 21:40:03
start modeling LDA Mallet 21:40:03
finished modeling LDA Mallet, number of topics 20, 21:40:34
Finished topic modeing window 2015_05 21:40:34
Starting num topic 22 21:40:34
start modeling LDA Mallet 21:40:34
finished modeling LDA Mallet, number of topics 22, 21:41:05
Finished topic modeing window 2015_05 21:41:05
Starting num topic 24 21:41:05
start modeling LDA Mallet 21:41:05
finished modeling LDA Mallet, number of topics 24, 21:41:36
Finished topic modeing window 2015_05 21:41:36
Starting num topic 26 21:41:36
start modeling LDA Mallet 21:41:36
finished modeling LDA Mallet, number of topics 26, 21:42:07
Finished topic modeing window 2015_05 21:42:07
Starting num topic 28 21:42:07
start modeling LDA Mallet 21:42:07
finished modeling LDA Mallet, number of topics 28, 21:42:39
Finished topic modeing window 2015_05 21:42:39
Starting num topic 30 21:42:39
start modeling LDA Mallet 21:42:39
finished modeling LDA Mallet, number of topics 30, 21:43:10
Finished topic modeing window 2015_05 21:43:10
Starting num topic 10 21:43:10
start modeling LDA Mallet 21:43:10
finished modeling LDA Mallet, number of topics 10, 21:43:41
Finished topic modeing window 2015_06 21:43:41
Starting num topic 12 21:43:41
start modeling LDA Mallet 21:43:41
finished modeling LDA Mallet, number of topics 12, 21:44:11
Finished topic modeing window 2015_06 21:44:11
Starting num topic 14 21:44:11
start modeling LDA Mallet 21:44:11
finished modeling LDA Mallet, number of topics 14, 21:44:42
Finished topic modeing window 2015_06 21:44:42
Starting num topic 16 21:44:42
start modeling LDA Mallet 21:44:42
finished modeling LDA Mallet, number of topics 16, 21:45:13
Finished topic modeing window 2015_06 21:45:13
Starting num topic 18 21:45:13
start modeling LDA Mallet 21:45:13
finished modeling LDA Mallet, number of topics 18, 21:45:44
Finished topic modeing window 2015_06 21:45:44
Starting num topic 20 21:45:44
start modeling LDA Mallet 21:45:44
finished modeling LDA Mallet, number of topics 20, 21:46:15
Finished topic modeing window 2015_06 21:46:15
Starting num topic 22 21:46:15
start modeling LDA Mallet 21:46:15
finished modeling LDA Mallet, number of topics 22, 21:46:46
Finished topic modeing window 2015_06 21:46:46
Starting num topic 24 21:46:46
start modeling LDA Mallet 21:46:46
finished modeling LDA Mallet, number of topics 24, 21:47:17
Finished topic modeing window 2015_06 21:47:17
Starting num topic 26 21:47:17
start modeling LDA Mallet 21:47:17
finished modeling LDA Mallet, number of topics 26, 21:47:48
Finished topic modeing window 2015_06 21:47:48
Starting num topic 28 21:47:48
start modeling LDA Mallet 21:47:48
finished modeling LDA Mallet, number of topics 28, 21:48:19
Finished topic modeing window 2015_06 21:48:19
Starting num topic 30 21:48:19
start modeling LDA Mallet 21:48:19
finished modeling LDA Mallet, number of topics 30, 21:48:50
Finished topic modeing window 2015_06 21:48:50
Starting num topic 10 21:48:50
start modeling LDA Mallet 21:48:50
finished modeling LDA Mallet, number of topics 10, 21:49:20
Finished topic modeing window 2015_07 21:49:20
Starting num topic 12 21:49:20
start modeling LDA Mallet 21:49:20
finished modeling LDA Mallet, number of topics 12, 21:49:51
Finished topic modeing window 2015_07 21:49:51
Starting num topic 14 21:49:51
start modeling LDA Mallet 21:49:51
finished modeling LDA Mallet, number of topics 14, 21:50:22
Finished topic modeing window 2015_07 21:50:22
Starting num topic 16 21:50:22
start modeling LDA Mallet 21:50:22
finished modeling LDA Mallet, number of topics 16, 21:50:53
Finished topic modeing window 2015_07 21:50:53
Starting num topic 18 21:50:53
start modeling LDA Mallet 21:50:53
finished modeling LDA Mallet, number of topics 18, 21:51:24
Finished topic modeing window 2015_07 21:51:24
Starting num topic 20 21:51:24
start modeling LDA Mallet 21:51:24
finished modeling LDA Mallet, number of topics 20, 21:51:55
Finished topic modeing window 2015_07 21:51:55
Starting num topic 22 21:51:55
start modeling LDA Mallet 21:51:55
finished modeling LDA Mallet, number of topics 22, 21:52:26
Finished topic modeing window 2015_07 21:52:26
Starting num topic 24 21:52:26
start modeling LDA Mallet 21:52:26
finished modeling LDA Mallet, number of topics 24, 21:52:56
Finished topic modeing window 2015_07 21:52:56
Starting num topic 26 21:52:56
start modeling LDA Mallet 21:52:56
finished modeling LDA Mallet, number of topics 26, 21:53:27
Finished topic modeing window 2015_07 21:53:27
Starting num topic 28 21:53:27
start modeling LDA Mallet 21:53:27
finished modeling LDA Mallet, number of topics 28, 21:53:58
Finished topic modeing window 2015_07 21:53:58
Starting num topic 30 21:53:58
start modeling LDA Mallet 21:53:58
finished modeling LDA Mallet, number of topics 30, 21:54:29
Finished topic modeing window 2015_07 21:54:29
Starting num topic 10 21:54:29
start modeling LDA Mallet 21:54:29
finished modeling LDA Mallet, number of topics 10, 21:55:00
Finished topic modeing window 2015_08 21:55:00
Starting num topic 12 21:55:00
start modeling LDA Mallet 21:55:00
finished modeling LDA Mallet, number of topics 12, 21:55:31
Finished topic modeing window 2015_08 21:55:31
Starting num topic 14 21:55:31
start modeling LDA Mallet 21:55:31
finished modeling LDA Mallet, number of topics 14, 21:56:02
Finished topic modeing window 2015_08 21:56:02
Starting num topic 16 21:56:02
start modeling LDA Mallet 21:56:02
finished modeling LDA Mallet, number of topics 16, 21:56:33
Finished topic modeing window 2015_08 21:56:33
Starting num topic 18 21:56:33
start modeling LDA Mallet 21:56:33
finished modeling LDA Mallet, number of topics 18, 21:57:04
Finished topic modeing window 2015_08 21:57:04
Starting num topic 20 21:57:04
start modeling LDA Mallet 21:57:04
finished modeling LDA Mallet, number of topics 20, 21:57:35
Finished topic modeing window 2015_08 21:57:35
Starting num topic 22 21:57:35
start modeling LDA Mallet 21:57:35
finished modeling LDA Mallet, number of topics 22, 21:58:06
Finished topic modeing window 2015_08 21:58:06
Starting num topic 24 21:58:06
start modeling LDA Mallet 21:58:06
finished modeling LDA Mallet, number of topics 24, 21:58:37
Finished topic modeing window 2015_08 21:58:37
Starting num topic 26 21:58:37
start modeling LDA Mallet 21:58:37
finished modeling LDA Mallet, number of topics 26, 21:59:08
Finished topic modeing window 2015_08 21:59:08
Starting num topic 28 21:59:08
start modeling LDA Mallet 21:59:08
finished modeling LDA Mallet, number of topics 28, 21:59:39
Finished topic modeing window 2015_08 21:59:39
Starting num topic 30 21:59:39
start modeling LDA Mallet 21:59:39
finished modeling LDA Mallet, number of topics 30, 22:00:10
Finished topic modeing window 2015_08 22:00:10
Starting num topic 10 22:00:10
start modeling LDA Mallet 22:00:10
finished modeling LDA Mallet, number of topics 10, 22:00:41
Finished topic modeing window 2015_09 22:00:41
Starting num topic 12 22:00:41
start modeling LDA Mallet 22:00:41
finished modeling LDA Mallet, number of topics 12, 22:01:12
Finished topic modeing window 2015_09 22:01:12
Starting num topic 14 22:01:12
start modeling LDA Mallet 22:01:12
finished modeling LDA Mallet, number of topics 14, 22:01:43
Finished topic modeing window 2015_09 22:01:43
Starting num topic 16 22:01:43
start modeling LDA Mallet 22:01:43
finished modeling LDA Mallet, number of topics 16, 22:02:14
Finished topic modeing window 2015_09 22:02:14
Starting num topic 18 22:02:14
start modeling LDA Mallet 22:02:14
finished modeling LDA Mallet, number of topics 18, 22:02:45
Finished topic modeing window 2015_09 22:02:45
Starting num topic 20 22:02:45
start modeling LDA Mallet 22:02:45
finished modeling LDA Mallet, number of topics 20, 22:03:16
Finished topic modeing window 2015_09 22:03:16
Starting num topic 22 22:03:16
start modeling LDA Mallet 22:03:16
finished modeling LDA Mallet, number of topics 22, 22:03:48
Finished topic modeing window 2015_09 22:03:48
Starting num topic 24 22:03:48
start modeling LDA Mallet 22:03:48
finished modeling LDA Mallet, number of topics 24, 22:04:19
Finished topic modeing window 2015_09 22:04:19
Starting num topic 26 22:04:19
start modeling LDA Mallet 22:04:19
finished modeling LDA Mallet, number of topics 26, 22:04:50
Finished topic modeing window 2015_09 22:04:50
Starting num topic 28 22:04:50
start modeling LDA Mallet 22:04:50
finished modeling LDA Mallet, number of topics 28, 22:05:21
Finished topic modeing window 2015_09 22:05:21
Starting num topic 30 22:05:21
start modeling LDA Mallet 22:05:21
finished modeling LDA Mallet, number of topics 30, 22:05:52
Finished topic modeing window 2015_09 22:05:52
Starting num topic 10 22:05:52
start modeling LDA Mallet 22:05:52
finished modeling LDA Mallet, number of topics 10, 22:07:52
Finished topic modeing window 2015_10 22:07:52
Starting num topic 12 22:07:52
start modeling LDA Mallet 22:07:52
finished modeling LDA Mallet, number of topics 12, 22:09:55
Finished topic modeing window 2015_10 22:09:55
Starting num topic 14 22:09:55
start modeling LDA Mallet 22:09:55
finished modeling LDA Mallet, number of topics 14, 22:11:57
Finished topic modeing window 2015_10 22:11:57
Starting num topic 16 22:11:57
start modeling LDA Mallet 22:11:57
finished modeling LDA Mallet, number of topics 16, 22:14:01
Finished topic modeing window 2015_10 22:14:01
Starting num topic 18 22:14:01
start modeling LDA Mallet 22:14:01
finished modeling LDA Mallet, number of topics 18, 22:16:11
Finished topic modeing window 2015_10 22:16:11
Starting num topic 20 22:16:11
start modeling LDA Mallet 22:16:11
finished modeling LDA Mallet, number of topics 20, 22:18:22
Finished topic modeing window 2015_10 22:18:22
Starting num topic 22 22:18:22
start modeling LDA Mallet 22:18:22
finished modeling LDA Mallet, number of topics 22, 22:20:33
Finished topic modeing window 2015_10 22:20:33
Starting num topic 24 22:20:33
start modeling LDA Mallet 22:20:33
finished modeling LDA Mallet, number of topics 24, 22:22:47
Finished topic modeing window 2015_10 22:22:47
Starting num topic 26 22:22:47
start modeling LDA Mallet 22:22:47
finished modeling LDA Mallet, number of topics 26, 22:25:04
Finished topic modeing window 2015_10 22:25:04
Starting num topic 28 22:25:04
start modeling LDA Mallet 22:25:04
finished modeling LDA Mallet, number of topics 28, 22:27:32
Finished topic modeing window 2015_10 22:27:32
Starting num topic 30 22:27:32
start modeling LDA Mallet 22:27:32
finished modeling LDA Mallet, number of topics 30, 22:29:51
Finished topic modeing window 2015_10 22:29:51
Starting num topic 10 22:29:51
start modeling LDA Mallet 22:29:51
finished modeling LDA Mallet, number of topics 10, 22:31:37
Finished topic modeing window 2015_11 22:31:37
Starting num topic 12 22:31:37
start modeling LDA Mallet 22:31:37
finished modeling LDA Mallet, number of topics 12, 22:33:25
Finished topic modeing window 2015_11 22:33:25
Starting num topic 14 22:33:25
start modeling LDA Mallet 22:33:25
finished modeling LDA Mallet, number of topics 14, 22:35:14
Finished topic modeing window 2015_11 22:35:14
Starting num topic 16 22:35:14
start modeling LDA Mallet 22:35:14
finished modeling LDA Mallet, number of topics 16, 22:37:08
Finished topic modeing window 2015_11 22:37:08
Starting num topic 18 22:37:08
start modeling LDA Mallet 22:37:08
finished modeling LDA Mallet, number of topics 18, 22:39:05
Finished topic modeing window 2015_11 22:39:05
Starting num topic 20 22:39:05
start modeling LDA Mallet 22:39:05
finished modeling LDA Mallet, number of topics 20, 22:41:02
Finished topic modeing window 2015_11 22:41:02
Starting num topic 22 22:41:02
start modeling LDA Mallet 22:41:02
finished modeling LDA Mallet, number of topics 22, 22:43:05
Finished topic modeing window 2015_11 22:43:05
Starting num topic 24 22:43:05
start modeling LDA Mallet 22:43:05
finished modeling LDA Mallet, number of topics 24, 22:45:10
Finished topic modeing window 2015_11 22:45:10
Starting num topic 26 22:45:10
start modeling LDA Mallet 22:45:10
finished modeling LDA Mallet, number of topics 26, 22:47:12
Finished topic modeing window 2015_11 22:47:12
Starting num topic 28 22:47:12
start modeling LDA Mallet 22:47:12
finished modeling LDA Mallet, number of topics 28, 22:49:13
Finished topic modeing window 2015_11 22:49:13
Starting num topic 30 22:49:13
start modeling LDA Mallet 22:49:13
finished modeling LDA Mallet, number of topics 30, 22:51:14
Finished topic modeing window 2015_11 22:51:14
Starting num topic 10 22:51:14
start modeling LDA Mallet 22:51:14
finished modeling LDA Mallet, number of topics 10, 22:52:34
Finished topic modeing window 2015_12 22:52:34
Starting num topic 12 22:52:34
start modeling LDA Mallet 22:52:34
finished modeling LDA Mallet, number of topics 12, 22:53:51
Finished topic modeing window 2015_12 22:53:51
Starting num topic 14 22:53:51
start modeling LDA Mallet 22:53:51
finished modeling LDA Mallet, number of topics 14, 22:55:08
Finished topic modeing window 2015_12 22:55:08
Starting num topic 16 22:55:08
start modeling LDA Mallet 22:55:08
finished modeling LDA Mallet, number of topics 16, 22:56:26
Finished topic modeing window 2015_12 22:56:26
Starting num topic 18 22:56:26
start modeling LDA Mallet 22:56:26
finished modeling LDA Mallet, number of topics 18, 22:57:47
Finished topic modeing window 2015_12 22:57:47
Starting num topic 20 22:57:47
start modeling LDA Mallet 22:57:47
finished modeling LDA Mallet, number of topics 20, 22:59:04
Finished topic modeing window 2015_12 22:59:04
Starting num topic 22 22:59:04
start modeling LDA Mallet 22:59:04
finished modeling LDA Mallet, number of topics 22, 23:00:28
Finished topic modeing window 2015_12 23:00:28
Starting num topic 24 23:00:28
start modeling LDA Mallet 23:00:28
finished modeling LDA Mallet, number of topics 24, 23:01:47
Finished topic modeing window 2015_12 23:01:47
Starting num topic 26 23:01:47
start modeling LDA Mallet 23:01:47
finished modeling LDA Mallet, number of topics 26, 23:03:08
Finished topic modeing window 2015_12 23:03:08
Starting num topic 28 23:03:08
start modeling LDA Mallet 23:03:08
finished modeling LDA Mallet, number of topics 28, 23:04:27
Finished topic modeing window 2015_12 23:04:27
Starting num topic 30 23:04:27
start modeling LDA Mallet 23:04:27
finished modeling LDA Mallet, number of topics 30, 23:05:46
Finished topic modeing window 2015_12 23:05:46
Starting num topic 10 23:05:46
start modeling LDA Mallet 23:05:46
finished modeling LDA Mallet, number of topics 10, 23:07:04
Finished topic modeing window 2016_01 23:07:04
Starting num topic 12 23:07:04
start modeling LDA Mallet 23:07:04
finished modeling LDA Mallet, number of topics 12, 23:08:23
Finished topic modeing window 2016_01 23:08:23
Starting num topic 14 23:08:23
start modeling LDA Mallet 23:08:23
finished modeling LDA Mallet, number of topics 14, 23:09:42
Finished topic modeing window 2016_01 23:09:42
Starting num topic 16 23:09:42
start modeling LDA Mallet 23:09:42
finished modeling LDA Mallet, number of topics 16, 23:11:06
Finished topic modeing window 2016_01 23:11:06
Starting num topic 18 23:11:06
start modeling LDA Mallet 23:11:06
finished modeling LDA Mallet, number of topics 18, 23:12:25
Finished topic modeing window 2016_01 23:12:25
Starting num topic 20 23:12:25
start modeling LDA Mallet 23:12:25
finished modeling LDA Mallet, number of topics 20, 23:13:45
Finished topic modeing window 2016_01 23:13:45
Starting num topic 22 23:13:45
start modeling LDA Mallet 23:13:45
finished modeling LDA Mallet, number of topics 22, 23:15:05
Finished topic modeing window 2016_01 23:15:05
Starting num topic 24 23:15:05
start modeling LDA Mallet 23:15:05
finished modeling LDA Mallet, number of topics 24, 23:16:28
Finished topic modeing window 2016_01 23:16:28
Starting num topic 26 23:16:28
start modeling LDA Mallet 23:16:28
finished modeling LDA Mallet, number of topics 26, 23:17:49
Finished topic modeing window 2016_01 23:17:49
Starting num topic 28 23:17:49
start modeling LDA Mallet 23:17:49
finished modeling LDA Mallet, number of topics 28, 23:19:16
Finished topic modeing window 2016_01 23:19:16
Starting num topic 30 23:19:16
start modeling LDA Mallet 23:19:16
finished modeling LDA Mallet, number of topics 30, 23:20:38
Finished topic modeing window 2016_01 23:20:38
Starting num topic 10 23:20:38
start modeling LDA Mallet 23:20:38
finished modeling LDA Mallet, number of topics 10, 23:22:24
Finished topic modeing window 2016_02 23:22:24
Starting num topic 12 23:22:24
start modeling LDA Mallet 23:22:24
finished modeling LDA Mallet, number of topics 12, 23:24:13
Finished topic modeing window 2016_02 23:24:13
Starting num topic 14 23:24:13
start modeling LDA Mallet 23:24:13
finished modeling LDA Mallet, number of topics 14, 23:26:04
Finished topic modeing window 2016_02 23:26:04
Starting num topic 16 23:26:04
start modeling LDA Mallet 23:26:04
finished modeling LDA Mallet, number of topics 16, 23:27:56
Finished topic modeing window 2016_02 23:27:56
Starting num topic 18 23:27:56
start modeling LDA Mallet 23:27:56
finished modeling LDA Mallet, number of topics 18, 23:29:49
Finished topic modeing window 2016_02 23:29:49
Starting num topic 20 23:29:49
start modeling LDA Mallet 23:29:49
finished modeling LDA Mallet, number of topics 20, 23:31:40
Finished topic modeing window 2016_02 23:31:40
Starting num topic 22 23:31:40
start modeling LDA Mallet 23:31:40
finished modeling LDA Mallet, number of topics 22, 23:33:31
Finished topic modeing window 2016_02 23:33:31
Starting num topic 24 23:33:31
start modeling LDA Mallet 23:33:31
finished modeling LDA Mallet, number of topics 24, 23:35:33
Finished topic modeing window 2016_02 23:35:33
Starting num topic 26 23:35:33
start modeling LDA Mallet 23:35:33
finished modeling LDA Mallet, number of topics 26, 23:37:32
Finished topic modeing window 2016_02 23:37:32
Starting num topic 28 23:37:32
start modeling LDA Mallet 23:37:32
finished modeling LDA Mallet, number of topics 28, 23:39:38
Finished topic modeing window 2016_02 23:39:38
Starting num topic 30 23:39:38
start modeling LDA Mallet 23:39:38
finished modeling LDA Mallet, number of topics 30, 23:41:42
Finished topic modeing window 2016_02 23:41:42
Starting num topic 10 23:41:42
start modeling LDA Mallet 23:41:42
finished modeling LDA Mallet, number of topics 10, 23:44:20
Finished topic modeing window 2016_03 23:44:20
Starting num topic 12 23:44:20
start modeling LDA Mallet 23:44:20
finished modeling LDA Mallet, number of topics 12, 23:47:12
Finished topic modeing window 2016_03 23:47:12
Starting num topic 14 23:47:12
start modeling LDA Mallet 23:47:12
finished modeling LDA Mallet, number of topics 14, 23:49:52
Finished topic modeing window 2016_03 23:49:52
Starting num topic 16 23:49:52
start modeling LDA Mallet 23:49:52
finished modeling LDA Mallet, number of topics 16, 23:52:52
Finished topic modeing window 2016_03 23:52:52
Starting num topic 18 23:52:52
start modeling LDA Mallet 23:52:52
finished modeling LDA Mallet, number of topics 18, 23:55:50
Finished topic modeing window 2016_03 23:55:50
Starting num topic 20 23:55:50
start modeling LDA Mallet 23:55:50
finished modeling LDA Mallet, number of topics 20, 23:58:42
Finished topic modeing window 2016_03 23:58:42
Starting num topic 22 23:58:42
start modeling LDA Mallet 23:58:42
finished modeling LDA Mallet, number of topics 22, 00:01:40
Finished topic modeing window 2016_03 00:01:40
Starting num topic 24 00:01:40
start modeling LDA Mallet 00:01:40
finished modeling LDA Mallet, number of topics 24, 00:04:52
Finished topic modeing window 2016_03 00:04:52
Starting num topic 26 00:04:52
start modeling LDA Mallet 00:04:52
finished modeling LDA Mallet, number of topics 26, 00:08:13
Finished topic modeing window 2016_03 00:08:13
Starting num topic 28 00:08:13
start modeling LDA Mallet 00:08:13
finished modeling LDA Mallet, number of topics 28, 00:11:35
Finished topic modeing window 2016_03 00:11:35
Starting num topic 30 00:11:35
start modeling LDA Mallet 00:11:35
finished modeling LDA Mallet, number of topics 30, 00:14:41
Finished topic modeing window 2016_03 00:14:41
Starting num topic 10 00:14:41
start modeling LDA Mallet 00:14:41
finished modeling LDA Mallet, number of topics 10, 00:16:20
Finished topic modeing window 2016_04 00:16:20
Starting num topic 12 00:16:20
start modeling LDA Mallet 00:16:20
finished modeling LDA Mallet, number of topics 12, 00:18:01
Finished topic modeing window 2016_04 00:18:01
Starting num topic 14 00:18:01
start modeling LDA Mallet 00:18:01
finished modeling LDA Mallet, number of topics 14, 00:19:42
Finished topic modeing window 2016_04 00:19:42
Starting num topic 16 00:19:42
start modeling LDA Mallet 00:19:42
finished modeling LDA Mallet, number of topics 16, 00:21:27
Finished topic modeing window 2016_04 00:21:27
Starting num topic 18 00:21:27
start modeling LDA Mallet 00:21:27
finished modeling LDA Mallet, number of topics 18, 00:23:14
Finished topic modeing window 2016_04 00:23:14
Starting num topic 20 00:23:14
start modeling LDA Mallet 00:23:14
finished modeling LDA Mallet, number of topics 20, 00:25:00
Finished topic modeing window 2016_04 00:25:00
Starting num topic 22 00:25:00
start modeling LDA Mallet 00:25:00
finished modeling LDA Mallet, number of topics 22, 00:26:46
Finished topic modeing window 2016_04 00:26:46
Starting num topic 24 00:26:46
start modeling LDA Mallet 00:26:46
finished modeling LDA Mallet, number of topics 24, 00:28:33
Finished topic modeing window 2016_04 00:28:33
Starting num topic 26 00:28:33
start modeling LDA Mallet 00:28:33
finished modeling LDA Mallet, number of topics 26, 00:30:22
Finished topic modeing window 2016_04 00:30:22
Starting num topic 28 00:30:22
start modeling LDA Mallet 00:30:22
finished modeling LDA Mallet, number of topics 28, 00:32:11
Finished topic modeing window 2016_04 00:32:11
Starting num topic 30 00:32:11
start modeling LDA Mallet 00:32:11
finished modeling LDA Mallet, number of topics 30, 00:34:00
Finished topic modeing window 2016_04 00:34:00
Starting num topic 10 00:34:00
start modeling LDA Mallet 00:34:00
finished modeling LDA Mallet, number of topics 10, 00:37:31
Finished topic modeing window 2016_05 00:37:31
Starting num topic 12 00:37:31
start modeling LDA Mallet 00:37:31
finished modeling LDA Mallet, number of topics 12, 00:41:03
Finished topic modeing window 2016_05 00:41:03
Starting num topic 14 00:41:03
start modeling LDA Mallet 00:41:03
finished modeling LDA Mallet, number of topics 14, 00:44:46
Finished topic modeing window 2016_05 00:44:46
Starting num topic 16 00:44:46
start modeling LDA Mallet 00:44:46
finished modeling LDA Mallet, number of topics 16, 00:48:25
Finished topic modeing window 2016_05 00:48:25
Starting num topic 18 00:48:25
start modeling LDA Mallet 00:48:25
finished modeling LDA Mallet, number of topics 18, 00:52:20
Finished topic modeing window 2016_05 00:52:20
Starting num topic 20 00:52:20
start modeling LDA Mallet 00:52:20
finished modeling LDA Mallet, number of topics 20, 00:56:10
Finished topic modeing window 2016_05 00:56:10
Starting num topic 22 00:56:10
start modeling LDA Mallet 00:56:10
finished modeling LDA Mallet, number of topics 22, 00:59:57
Finished topic modeing window 2016_05 00:59:57
Starting num topic 24 00:59:57
start modeling LDA Mallet 00:59:57
finished modeling LDA Mallet, number of topics 24, 01:03:45
Finished topic modeing window 2016_05 01:03:45
Starting num topic 26 01:03:45
start modeling LDA Mallet 01:03:45
finished modeling LDA Mallet, number of topics 26, 01:07:29
Finished topic modeing window 2016_05 01:07:29
Starting num topic 28 01:07:29
start modeling LDA Mallet 01:07:29
finished modeling LDA Mallet, number of topics 28, 01:11:16
Finished topic modeing window 2016_05 01:11:16
Starting num topic 30 01:11:16
start modeling LDA Mallet 01:11:16
finished modeling LDA Mallet, number of topics 30, 01:15:24
Finished topic modeing window 2016_05 01:15:24
Starting num topic 10 01:15:24
start modeling LDA Mallet 01:15:24
finished modeling LDA Mallet, number of topics 10, 01:19:15
Finished topic modeing window 2016_06 01:19:15
Starting num topic 12 01:19:15
start modeling LDA Mallet 01:19:15
finished modeling LDA Mallet, number of topics 12, 01:22:55
Finished topic modeing window 2016_06 01:22:55
Starting num topic 14 01:22:55
start modeling LDA Mallet 01:22:55
finished modeling LDA Mallet, number of topics 14, 01:26:15
Finished topic modeing window 2016_06 01:26:15
Starting num topic 16 01:26:15
start modeling LDA Mallet 01:26:15
finished modeling LDA Mallet, number of topics 16, 01:29:38
Finished topic modeing window 2016_06 01:29:38
Starting num topic 18 01:29:38
start modeling LDA Mallet 01:29:38
finished modeling LDA Mallet, number of topics 18, 01:33:15
Finished topic modeing window 2016_06 01:33:15
Starting num topic 20 01:33:15
start modeling LDA Mallet 01:33:15
finished modeling LDA Mallet, number of topics 20, 01:36:48
Finished topic modeing window 2016_06 01:36:48
Starting num topic 22 01:36:48
start modeling LDA Mallet 01:36:48
finished modeling LDA Mallet, number of topics 22, 01:40:29
Finished topic modeing window 2016_06 01:40:29
Starting num topic 24 01:40:29
start modeling LDA Mallet 01:40:29
finished modeling LDA Mallet, number of topics 24, 01:44:03
Finished topic modeing window 2016_06 01:44:03
Starting num topic 26 01:44:03
start modeling LDA Mallet 01:44:03
finished modeling LDA Mallet, number of topics 26, 01:47:48
Finished topic modeing window 2016_06 01:47:48
Starting num topic 28 01:47:48
start modeling LDA Mallet 01:47:48
finished modeling LDA Mallet, number of topics 28, 01:51:35
Finished topic modeing window 2016_06 01:51:35
Starting num topic 30 01:51:35
start modeling LDA Mallet 01:51:35
finished modeling LDA Mallet, number of topics 30, 01:55:14
Finished topic modeing window 2016_06 01:55:14
Starting num topic 10 01:55:14
start modeling LDA Mallet 01:55:14
finished modeling LDA Mallet, number of topics 10, 01:58:14
Finished topic modeing window 2016_07 01:58:14
Starting num topic 12 01:58:14
start modeling LDA Mallet 01:58:14
finished modeling LDA Mallet, number of topics 12, 02:01:12
Finished topic modeing window 2016_07 02:01:12
Starting num topic 14 02:01:12
start modeling LDA Mallet 02:01:12
finished modeling LDA Mallet, number of topics 14, 02:04:15
Finished topic modeing window 2016_07 02:04:15
Starting num topic 16 02:04:15
start modeling LDA Mallet 02:04:15
finished modeling LDA Mallet, number of topics 16, 02:07:23
Finished topic modeing window 2016_07 02:07:23
Starting num topic 18 02:07:23
start modeling LDA Mallet 02:07:23
finished modeling LDA Mallet, number of topics 18, 02:10:37
Finished topic modeing window 2016_07 02:10:37
Starting num topic 20 02:10:37
start modeling LDA Mallet 02:10:37
finished modeling LDA Mallet, number of topics 20, 02:14:01
Finished topic modeing window 2016_07 02:14:01
Starting num topic 22 02:14:01
start modeling LDA Mallet 02:14:01
finished modeling LDA Mallet, number of topics 22, 02:17:37
Finished topic modeing window 2016_07 02:17:37
Starting num topic 24 02:17:37
start modeling LDA Mallet 02:17:37
finished modeling LDA Mallet, number of topics 24, 02:20:52
Finished topic modeing window 2016_07 02:20:52
Starting num topic 26 02:20:52
start modeling LDA Mallet 02:20:52
finished modeling LDA Mallet, number of topics 26, 02:24:05
Finished topic modeing window 2016_07 02:24:05
Starting num topic 28 02:24:05
start modeling LDA Mallet 02:24:05
finished modeling LDA Mallet, number of topics 28, 02:27:33
Finished topic modeing window 2016_07 02:27:33
Starting num topic 30 02:27:33
start modeling LDA Mallet 02:27:33
finished modeling LDA Mallet, number of topics 30, 02:31:25
Finished topic modeing window 2016_07 02:31:25
Starting num topic 10 02:31:25
start modeling LDA Mallet 02:31:25
finished modeling LDA Mallet, number of topics 10, 02:34:47
Finished topic modeing window 2016_08 02:34:47
Starting num topic 12 02:34:47
start modeling LDA Mallet 02:34:47
finished modeling LDA Mallet, number of topics 12, 02:38:24
Finished topic modeing window 2016_08 02:38:24
Starting num topic 14 02:38:24
start modeling LDA Mallet 02:38:24
finished modeling LDA Mallet, number of topics 14, 02:41:57
Finished topic modeing window 2016_08 02:41:57
Starting num topic 16 02:41:57
start modeling LDA Mallet 02:41:57
finished modeling LDA Mallet, number of topics 16, 02:45:38
Finished topic modeing window 2016_08 02:45:38
Starting num topic 18 02:45:38
start modeling LDA Mallet 02:45:38
finished modeling LDA Mallet, number of topics 18, 02:49:42
Finished topic modeing window 2016_08 02:49:42
Starting num topic 20 02:49:42
start modeling LDA Mallet 02:49:42
finished modeling LDA Mallet, number of topics 20, 02:53:30
Finished topic modeing window 2016_08 02:53:30
Starting num topic 22 02:53:30
start modeling LDA Mallet 02:53:30
finished modeling LDA Mallet, number of topics 22, 02:57:16
Finished topic modeing window 2016_08 02:57:16
Starting num topic 24 02:57:16
start modeling LDA Mallet 02:57:16
finished modeling LDA Mallet, number of topics 24, 03:01:11
Finished topic modeing window 2016_08 03:01:11
Starting num topic 26 03:01:11
start modeling LDA Mallet 03:01:11
finished modeling LDA Mallet, number of topics 26, 03:05:00
Finished topic modeing window 2016_08 03:05:00
Starting num topic 28 03:05:00
start modeling LDA Mallet 03:05:00
finished modeling LDA Mallet, number of topics 28, 03:08:52
Finished topic modeing window 2016_08 03:08:52
Starting num topic 30 03:08:52
start modeling LDA Mallet 03:08:52
finished modeling LDA Mallet, number of topics 30, 03:12:51
Finished topic modeing window 2016_08 03:12:51
Starting num topic 10 03:12:52
start modeling LDA Mallet 03:12:52
finished modeling LDA Mallet, number of topics 10, 03:16:26
Finished topic modeing window 2016_09 03:16:26
Starting num topic 12 03:16:26
start modeling LDA Mallet 03:16:26
finished modeling LDA Mallet, number of topics 12, 03:20:19
Finished topic modeing window 2016_09 03:20:19
Starting num topic 14 03:20:19
start modeling LDA Mallet 03:20:19
finished modeling LDA Mallet, number of topics 14, 03:24:03
Finished topic modeing window 2016_09 03:24:03
Starting num topic 16 03:24:03
start modeling LDA Mallet 03:24:03
finished modeling LDA Mallet, number of topics 16, 03:27:46
Finished topic modeing window 2016_09 03:27:46
Starting num topic 18 03:27:46
start modeling LDA Mallet 03:27:46
finished modeling LDA Mallet, number of topics 18, 03:31:26
Finished topic modeing window 2016_09 03:31:26
Starting num topic 20 03:31:26
start modeling LDA Mallet 03:31:26
finished modeling LDA Mallet, number of topics 20, 03:35:38
Finished topic modeing window 2016_09 03:35:38
Starting num topic 22 03:35:38
start modeling LDA Mallet 03:35:38
finished modeling LDA Mallet, number of topics 22, 03:39:32
Finished topic modeing window 2016_09 03:39:32
Starting num topic 24 03:39:32
start modeling LDA Mallet 03:39:32
finished modeling LDA Mallet, number of topics 24, 03:43:21
Finished topic modeing window 2016_09 03:43:21
Starting num topic 26 03:43:21
start modeling LDA Mallet 03:43:21
finished modeling LDA Mallet, number of topics 26, 03:47:13
Finished topic modeing window 2016_09 03:47:13
Starting num topic 28 03:47:13
start modeling LDA Mallet 03:47:13
finished modeling LDA Mallet, number of topics 28, 03:51:11
Finished topic modeing window 2016_09 03:51:11
Starting num topic 30 03:51:11
start modeling LDA Mallet 03:51:11
finished modeling LDA Mallet, number of topics 30, 03:55:09
Finished topic modeing window 2016_09 03:55:09
Starting num topic 10 03:55:09
start modeling LDA Mallet 03:55:09
finished modeling LDA Mallet, number of topics 10, 03:57:42
Finished topic modeing window 2016_10 03:57:42
Starting num topic 12 03:57:42
start modeling LDA Mallet 03:57:42
finished modeling LDA Mallet, number of topics 12, 04:00:15
Finished topic modeing window 2016_10 04:00:15
Starting num topic 14 04:00:15
start modeling LDA Mallet 04:00:15
finished modeling LDA Mallet, number of topics 14, 04:02:55
Finished topic modeing window 2016_10 04:02:55
Starting num topic 16 04:02:55
start modeling LDA Mallet 04:02:55
finished modeling LDA Mallet, number of topics 16, 04:05:49
Finished topic modeing window 2016_10 04:05:49
Starting num topic 18 04:05:49
start modeling LDA Mallet 04:05:49
finished modeling LDA Mallet, number of topics 18, 04:08:35
Finished topic modeing window 2016_10 04:08:35
Starting num topic 20 04:08:35
start modeling LDA Mallet 04:08:35
finished modeling LDA Mallet, number of topics 20, 04:11:26
Finished topic modeing window 2016_10 04:11:26
Starting num topic 22 04:11:26
start modeling LDA Mallet 04:11:26
finished modeling LDA Mallet, number of topics 22, 04:14:18
Finished topic modeing window 2016_10 04:14:18
Starting num topic 24 04:14:18
start modeling LDA Mallet 04:14:18
finished modeling LDA Mallet, number of topics 24, 04:17:15
Finished topic modeing window 2016_10 04:17:15
Starting num topic 26 04:17:15
start modeling LDA Mallet 04:17:15
finished modeling LDA Mallet, number of topics 26, 04:20:09
Finished topic modeing window 2016_10 04:20:09
Starting num topic 28 04:20:09
start modeling LDA Mallet 04:20:09
finished modeling LDA Mallet, number of topics 28, 04:23:06
Finished topic modeing window 2016_10 04:23:06
Starting num topic 30 04:23:06
start modeling LDA Mallet 04:23:06
finished modeling LDA Mallet, number of topics 30, 04:26:02
Finished topic modeing window 2016_10 04:26:02
Starting num topic 10 04:26:02
start modeling LDA Mallet 04:26:02
finished modeling LDA Mallet, number of topics 10, 04:26:51
Finished topic modeing window 2016_11 04:26:51
Starting num topic 12 04:26:51
start modeling LDA Mallet 04:26:51
finished modeling LDA Mallet, number of topics 12, 04:27:45
Finished topic modeing window 2016_11 04:27:45
Starting num topic 14 04:27:45
start modeling LDA Mallet 04:27:45
finished modeling LDA Mallet, number of topics 14, 04:28:44
Finished topic modeing window 2016_11 04:28:44
Starting num topic 16 04:28:44
start modeling LDA Mallet 04:28:44
finished modeling LDA Mallet, number of topics 16, 04:29:44
Finished topic modeing window 2016_11 04:29:44
Starting num topic 18 04:29:44
start modeling LDA Mallet 04:29:44
finished modeling LDA Mallet, number of topics 18, 04:30:43
Finished topic modeing window 2016_11 04:30:43
Starting num topic 20 04:30:43
start modeling LDA Mallet 04:30:43
finished modeling LDA Mallet, number of topics 20, 04:31:50
Finished topic modeing window 2016_11 04:31:50
Starting num topic 22 04:31:50
start modeling LDA Mallet 04:31:50
finished modeling LDA Mallet, number of topics 22, 04:32:51
Finished topic modeing window 2016_11 04:32:51
Starting num topic 24 04:32:51
start modeling LDA Mallet 04:32:51
finished modeling LDA Mallet, number of topics 24, 04:33:56
Finished topic modeing window 2016_11 04:33:56
Starting num topic 26 04:33:56
start modeling LDA Mallet 04:33:56
finished modeling LDA Mallet, number of topics 26, 04:34:59
Finished topic modeing window 2016_11 04:34:59
Starting num topic 28 04:34:59
start modeling LDA Mallet 04:34:59
finished modeling LDA Mallet, number of topics 28, 04:36:01
Finished topic modeing window 2016_11 04:36:01
Starting num topic 30 04:36:01
start modeling LDA Mallet 04:36:01
finished modeling LDA Mallet, number of topics 30, 04:37:02
Finished topic modeing window 2016_11 04:37:02
Starting num topic 10 04:37:02
start modeling LDA Mallet 04:37:02
finished modeling LDA Mallet, number of topics 10, 04:38:48
Finished topic modeing window 2016_12 04:38:48
Starting num topic 12 04:38:48
start modeling LDA Mallet 04:38:48
finished modeling LDA Mallet, number of topics 12, 04:40:40
Finished topic modeing window 2016_12 04:40:40
Starting num topic 14 04:40:40
start modeling LDA Mallet 04:40:40
finished modeling LDA Mallet, number of topics 14, 04:42:28
Finished topic modeing window 2016_12 04:42:28
Starting num topic 16 04:42:28
start modeling LDA Mallet 04:42:28
finished modeling LDA Mallet, number of topics 16, 04:44:23
Finished topic modeing window 2016_12 04:44:23
Starting num topic 18 04:44:23
start modeling LDA Mallet 04:44:23
finished modeling LDA Mallet, number of topics 18, 04:46:19
Finished topic modeing window 2016_12 04:46:19
Starting num topic 20 04:46:19
start modeling LDA Mallet 04:46:19
finished modeling LDA Mallet, number of topics 20, 04:48:15
Finished topic modeing window 2016_12 04:48:15
Starting num topic 22 04:48:15
start modeling LDA Mallet 04:48:15
finished modeling LDA Mallet, number of topics 22, 04:50:16
Finished topic modeing window 2016_12 04:50:16
Starting num topic 24 04:50:16
start modeling LDA Mallet 04:50:16
finished modeling LDA Mallet, number of topics 24, 04:52:23
Finished topic modeing window 2016_12 04:52:23
Starting num topic 26 04:52:23
start modeling LDA Mallet 04:52:23
finished modeling LDA Mallet, number of topics 26, 04:54:23
Finished topic modeing window 2016_12 04:54:23
Starting num topic 28 04:54:23
start modeling LDA Mallet 04:54:23
finished modeling LDA Mallet, number of topics 28, 04:56:22
Finished topic modeing window 2016_12 04:56:22
Starting num topic 30 04:56:22
start modeling LDA Mallet 04:56:22
finished modeling LDA Mallet, number of topics 30, 04:58:23
Finished topic modeing window 2016_12 04:58:23
Starting num topic 10 04:58:23
start modeling LDA Mallet 04:58:23
finished modeling LDA Mallet, number of topics 10, 05:00:01
Finished topic modeing window 2017_01 05:00:01
Starting num topic 12 05:00:01
start modeling LDA Mallet 05:00:01
finished modeling LDA Mallet, number of topics 12, 05:01:49
Finished topic modeing window 2017_01 05:01:49
Starting num topic 14 05:01:49
start modeling LDA Mallet 05:01:49
finished modeling LDA Mallet, number of topics 14, 05:03:32
Finished topic modeing window 2017_01 05:03:32
Starting num topic 16 05:03:32
start modeling LDA Mallet 05:03:32
finished modeling LDA Mallet, number of topics 16, 05:05:18
Finished topic modeing window 2017_01 05:05:18
Starting num topic 18 05:05:18
start modeling LDA Mallet 05:05:18
finished modeling LDA Mallet, number of topics 18, 05:07:04
Finished topic modeing window 2017_01 05:07:04
Starting num topic 20 05:07:04
start modeling LDA Mallet 05:07:04
finished modeling LDA Mallet, number of topics 20, 05:08:51
Finished topic modeing window 2017_01 05:08:51
Starting num topic 22 05:08:51
start modeling LDA Mallet 05:08:51
finished modeling LDA Mallet, number of topics 22, 05:10:44
Finished topic modeing window 2017_01 05:10:44
Starting num topic 24 05:10:44
start modeling LDA Mallet 05:10:44
finished modeling LDA Mallet, number of topics 24, 05:12:31
Finished topic modeing window 2017_01 05:12:31
Starting num topic 26 05:12:31
start modeling LDA Mallet 05:12:31
finished modeling LDA Mallet, number of topics 26, 05:14:19
Finished topic modeing window 2017_01 05:14:19
Starting num topic 28 05:14:19
start modeling LDA Mallet 05:14:19
finished modeling LDA Mallet, number of topics 28, 05:16:16
Finished topic modeing window 2017_01 05:16:16
Starting num topic 30 05:16:16
start modeling LDA Mallet 05:16:16
finished modeling LDA Mallet, number of topics 30, 05:18:08
Finished topic modeing window 2017_01 05:18:08
Starting num topic 10 05:18:08
start modeling LDA Mallet 05:18:08
finished modeling LDA Mallet, number of topics 10, 05:18:52
Finished topic modeing window 2017_02 05:18:52
Starting num topic 12 05:18:52
start modeling LDA Mallet 05:18:52
finished modeling LDA Mallet, number of topics 12, 05:19:38
Finished topic modeing window 2017_02 05:19:38
Starting num topic 14 05:19:38
start modeling LDA Mallet 05:19:38
finished modeling LDA Mallet, number of topics 14, 05:20:23
Finished topic modeing window 2017_02 05:20:23
Starting num topic 16 05:20:23
start modeling LDA Mallet 05:20:23
finished modeling LDA Mallet, number of topics 16, 05:21:07
Finished topic modeing window 2017_02 05:21:07
Starting num topic 18 05:21:07
start modeling LDA Mallet 05:21:07
finished modeling LDA Mallet, number of topics 18, 05:21:52
Finished topic modeing window 2017_02 05:21:52
Starting num topic 20 05:21:52
start modeling LDA Mallet 05:21:52
finished modeling LDA Mallet, number of topics 20, 05:22:37
Finished topic modeing window 2017_02 05:22:37
Starting num topic 22 05:22:37
start modeling LDA Mallet 05:22:37
finished modeling LDA Mallet, number of topics 22, 05:23:23
Finished topic modeing window 2017_02 05:23:23
Starting num topic 24 05:23:23
start modeling LDA Mallet 05:23:23
finished modeling LDA Mallet, number of topics 24, 05:24:09
Finished topic modeing window 2017_02 05:24:09
Starting num topic 26 05:24:09
start modeling LDA Mallet 05:24:09
finished modeling LDA Mallet, number of topics 26, 05:24:55
Finished topic modeing window 2017_02 05:24:55
Starting num topic 28 05:24:55
start modeling LDA Mallet 05:24:55
finished modeling LDA Mallet, number of topics 28, 05:25:46
Finished topic modeing window 2017_02 05:25:46
Starting num topic 30 05:25:46
start modeling LDA Mallet 05:25:46
finished modeling LDA Mallet, number of topics 30, 05:26:33
Finished topic modeing window 2017_02 05:26:33
Starting num topic 10 05:26:33
start modeling LDA Mallet 05:26:33
finished modeling LDA Mallet, number of topics 10, 05:27:35
Finished topic modeing window 2017_03 05:27:35
Starting num topic 12 05:27:35
start modeling LDA Mallet 05:27:35
finished modeling LDA Mallet, number of topics 12, 05:28:36
Finished topic modeing window 2017_03 05:28:36
Starting num topic 14 05:28:36
start modeling LDA Mallet 05:28:36
finished modeling LDA Mallet, number of topics 14, 05:29:38
Finished topic modeing window 2017_03 05:29:38
Starting num topic 16 05:29:38
start modeling LDA Mallet 05:29:38
finished modeling LDA Mallet, number of topics 16, 05:30:41
Finished topic modeing window 2017_03 05:30:41
Starting num topic 18 05:30:41
start modeling LDA Mallet 05:30:41
finished modeling LDA Mallet, number of topics 18, 05:31:51
Finished topic modeing window 2017_03 05:31:51
Starting num topic 20 05:31:51
start modeling LDA Mallet 05:31:51
finished modeling LDA Mallet, number of topics 20, 05:32:57
Finished topic modeing window 2017_03 05:32:57
Starting num topic 22 05:32:57
start modeling LDA Mallet 05:32:57
finished modeling LDA Mallet, number of topics 22, 05:34:00
Finished topic modeing window 2017_03 05:34:00
Starting num topic 24 05:34:00
start modeling LDA Mallet 05:34:00
finished modeling LDA Mallet, number of topics 24, 05:35:08
Finished topic modeing window 2017_03 05:35:08
Starting num topic 26 05:35:08
start modeling LDA Mallet 05:35:08
finished modeling LDA Mallet, number of topics 26, 05:36:12
Finished topic modeing window 2017_03 05:36:12
Starting num topic 28 05:36:12
start modeling LDA Mallet 05:36:12
finished modeling LDA Mallet, number of topics 28, 05:37:18
Finished topic modeing window 2017_03 05:37:18
Starting num topic 30 05:37:18
start modeling LDA Mallet 05:37:18
finished modeling LDA Mallet, number of topics 30, 05:38:28
Finished topic modeing window 2017_03 05:38:28
Starting num topic 10 05:38:28
start modeling LDA Mallet 05:38:28
finished modeling LDA Mallet, number of topics 10, 05:40:11
Finished topic modeing window 2017_04 05:40:11
Starting num topic 12 05:40:11
start modeling LDA Mallet 05:40:11
finished modeling LDA Mallet, number of topics 12, 05:42:02
Finished topic modeing window 2017_04 05:42:02
Starting num topic 14 05:42:02
start modeling LDA Mallet 05:42:02
finished modeling LDA Mallet, number of topics 14, 05:43:50
Finished topic modeing window 2017_04 05:43:50
Starting num topic 16 05:43:50
start modeling LDA Mallet 05:43:50
finished modeling LDA Mallet, number of topics 16, 05:45:43
Finished topic modeing window 2017_04 05:45:43
Starting num topic 18 05:45:43
start modeling LDA Mallet 05:45:43
finished modeling LDA Mallet, number of topics 18, 05:47:31
Finished topic modeing window 2017_04 05:47:31
Starting num topic 20 05:47:31
start modeling LDA Mallet 05:47:31
finished modeling LDA Mallet, number of topics 20, 05:49:24
Finished topic modeing window 2017_04 05:49:24
Starting num topic 22 05:49:24
start modeling LDA Mallet 05:49:24
finished modeling LDA Mallet, number of topics 22, 05:51:13
Finished topic modeing window 2017_04 05:51:13
Starting num topic 24 05:51:13
start modeling LDA Mallet 05:51:13
finished modeling LDA Mallet, number of topics 24, 05:53:01
Finished topic modeing window 2017_04 05:53:01
Starting num topic 26 05:53:01
start modeling LDA Mallet 05:53:01
finished modeling LDA Mallet, number of topics 26, 05:54:53
Finished topic modeing window 2017_04 05:54:53
Starting num topic 28 05:54:53
start modeling LDA Mallet 05:54:53
finished modeling LDA Mallet, number of topics 28, 05:56:46
Finished topic modeing window 2017_04 05:56:46
Starting num topic 30 05:56:46
start modeling LDA Mallet 05:56:46
finished modeling LDA Mallet, number of topics 30, 05:58:44
Finished topic modeing window 2017_04 05:58:44
Starting num topic 10 05:58:44
start modeling LDA Mallet 05:58:44
finished modeling LDA Mallet, number of topics 10, 05:59:50
Finished topic modeing window 2017_05 05:59:50
Starting num topic 12 05:59:50
start modeling LDA Mallet 05:59:50
finished modeling LDA Mallet, number of topics 12, 06:01:04
Finished topic modeing window 2017_05 06:01:04
Starting num topic 14 06:01:04
start modeling LDA Mallet 06:01:04
finished modeling LDA Mallet, number of topics 14, 06:02:18
Finished topic modeing window 2017_05 06:02:18
Starting num topic 16 06:02:18
start modeling LDA Mallet 06:02:18
finished modeling LDA Mallet, number of topics 16, 06:03:32
Finished topic modeing window 2017_05 06:03:32
Starting num topic 18 06:03:32
start modeling LDA Mallet 06:03:32
finished modeling LDA Mallet, number of topics 18, 06:04:49
Finished topic modeing window 2017_05 06:04:49
Starting num topic 20 06:04:49
start modeling LDA Mallet 06:04:49
finished modeling LDA Mallet, number of topics 20, 06:06:05
Finished topic modeing window 2017_05 06:06:05
Starting num topic 22 06:06:05
start modeling LDA Mallet 06:06:05
finished modeling LDA Mallet, number of topics 22, 06:07:20
Finished topic modeing window 2017_05 06:07:20
Starting num topic 24 06:07:20
start modeling LDA Mallet 06:07:20
finished modeling LDA Mallet, number of topics 24, 06:08:36
Finished topic modeing window 2017_05 06:08:36
Starting num topic 26 06:08:36
start modeling LDA Mallet 06:08:36
finished modeling LDA Mallet, number of topics 26, 06:09:58
Finished topic modeing window 2017_05 06:09:58
Starting num topic 28 06:09:58
start modeling LDA Mallet 06:09:58
finished modeling LDA Mallet, number of topics 28, 06:11:21
Finished topic modeing window 2017_05 06:11:21
Starting num topic 30 06:11:21
start modeling LDA Mallet 06:11:21
finished modeling LDA Mallet, number of topics 30, 06:12:37
Finished topic modeing window 2017_05 06:12:37
Starting num topic 10 06:12:37
start modeling LDA Mallet 06:12:37
finished modeling LDA Mallet, number of topics 10, 06:14:05
Finished topic modeing window 2017_06 06:14:05
Starting num topic 12 06:14:05
start modeling LDA Mallet 06:14:05
finished modeling LDA Mallet, number of topics 12, 06:15:23
Finished topic modeing window 2017_06 06:15:23
Starting num topic 14 06:15:23
start modeling LDA Mallet 06:15:23
finished modeling LDA Mallet, number of topics 14, 06:16:41
Finished topic modeing window 2017_06 06:16:41
Starting num topic 16 06:16:41
start modeling LDA Mallet 06:16:41
finished modeling LDA Mallet, number of topics 16, 06:18:05
Finished topic modeing window 2017_06 06:18:05
Starting num topic 18 06:18:05
start modeling LDA Mallet 06:18:05
finished modeling LDA Mallet, number of topics 18, 06:19:29
Finished topic modeing window 2017_06 06:19:29
Starting num topic 20 06:19:29
start modeling LDA Mallet 06:19:29
finished modeling LDA Mallet, number of topics 20, 06:20:58
Finished topic modeing window 2017_06 06:20:58
Starting num topic 22 06:20:58
start modeling LDA Mallet 06:20:58
finished modeling LDA Mallet, number of topics 22, 06:22:27
Finished topic modeing window 2017_06 06:22:27
Starting num topic 24 06:22:27
start modeling LDA Mallet 06:22:27
finished modeling LDA Mallet, number of topics 24, 06:23:55
Finished topic modeing window 2017_06 06:23:55
Starting num topic 26 06:23:55
start modeling LDA Mallet 06:23:55
finished modeling LDA Mallet, number of topics 26, 06:25:26
Finished topic modeing window 2017_06 06:25:26
Starting num topic 28 06:25:26
start modeling LDA Mallet 06:25:26
finished modeling LDA Mallet, number of topics 28, 06:26:55
Finished topic modeing window 2017_06 06:26:55
Starting num topic 30 06:26:55
start modeling LDA Mallet 06:26:55
finished modeling LDA Mallet, number of topics 30, 06:28:25
Finished topic modeing window 2017_06 06:28:25
Starting num topic 10 06:28:25
start modeling LDA Mallet 06:28:25
finished modeling LDA Mallet, number of topics 10, 06:28:57
Finished topic modeing window 2017_07 06:28:57
Starting num topic 12 06:28:57
start modeling LDA Mallet 06:28:57
finished modeling LDA Mallet, number of topics 12, 06:29:30
Finished topic modeing window 2017_07 06:29:30
Starting num topic 14 06:29:30
start modeling LDA Mallet 06:29:30
finished modeling LDA Mallet, number of topics 14, 06:30:02
Finished topic modeing window 2017_07 06:30:02
Starting num topic 16 06:30:02
start modeling LDA Mallet 06:30:02
finished modeling LDA Mallet, number of topics 16, 06:30:34
Finished topic modeing window 2017_07 06:30:34
Starting num topic 18 06:30:34
start modeling LDA Mallet 06:30:34
finished modeling LDA Mallet, number of topics 18, 06:31:07
Finished topic modeing window 2017_07 06:31:07
Starting num topic 20 06:31:07
start modeling LDA Mallet 06:31:07
finished modeling LDA Mallet, number of topics 20, 06:31:40
Finished topic modeing window 2017_07 06:31:40
Starting num topic 22 06:31:40
start modeling LDA Mallet 06:31:40
finished modeling LDA Mallet, number of topics 22, 06:32:12
Finished topic modeing window 2017_07 06:32:12
Starting num topic 24 06:32:12
start modeling LDA Mallet 06:32:12
finished modeling LDA Mallet, number of topics 24, 06:32:45
Finished topic modeing window 2017_07 06:32:45
Starting num topic 26 06:32:45
start modeling LDA Mallet 06:32:45
finished modeling LDA Mallet, number of topics 26, 06:33:17
Finished topic modeing window 2017_07 06:33:17
Starting num topic 28 06:33:17
start modeling LDA Mallet 06:33:17
finished modeling LDA Mallet, number of topics 28, 06:33:50
Finished topic modeing window 2017_07 06:33:50
Starting num topic 30 06:33:50
start modeling LDA Mallet 06:33:50
finished modeling LDA Mallet, number of topics 30, 06:34:22
Finished topic modeing window 2017_07 06:34:22
CPU times: user 5h 26min 15s, sys: 56.2 s, total: 5h 27min 11s
Wall time: 1d 9h 47min 7s

















In [ ]:



    


#(ldamodel.print_topics(num_topics=20, num_words=10))



    











In [ ]:



    


# Visualize the LDA topics
pyLDAvis.enable_notebook()

lda_vis = pyLDAvis.gensim.prepare(ldamodel, corpus, dictionary)
pyLDAvis.display(lda_vis)



    











In [ ]:



    


def explore_topic(ldamodel, topic_number, topn=30):
    """
    accept a user-supplied topic number and
    print out a formatted list of the top terms
    """
        
    print (u'{:20} {}'.format(u'term', u'frequency') + u'\n')

    for term, frequency in ldamodel.show_topic(topic_number, topn=30):
        print (u'{:20} {:.3f}'.format(term, round(frequency, 3)))



    











In [ ]:



    


ldamodel = joblib.load('data/eos/lda/28_LDAmodel_EOS.pkl') 
explore_topic(ldamodel=ldamodel,topic_number=23)



    











In [ ]:

Content source: YorkUIRLab/eosdb

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