Topic Visualization
<!DOCTYPE html>
Visualizing a Gensim model¶
Fitting the LDA model¶
In [1]:
from tinydb import TinyDB, Query
import c_a_parameters_bible as pb
import sqlite3
from sqlite3 import Error
from nltk.corpus import wordnet as wn
from gensim import corpora
import pickle
def get_lemma(word):
lemma = wn.morphy(word)
if lemma is None:
return word
else:
return lemma
db_chapters = TinyDB(pb.BIBLE_ID + '/d_c_db_'+pb.BIBLE_ID+'_chapters.json')
conn = sqlite3.connect(pb.BIBLE_ID + '/f_c_db_'+pb.BIBLE_ID+'.sqlite')
cur = conn.cursor()
text_data = []
for chapter in db_chapters:
print(chapter['bookId'], chapter['id'])
cur.execute('SELECT token FROM wordtokens WHERE book=\''+ chapter['bookId'] + '\' AND chapter=\'' + chapter['id'] + '\' ;')
ch_tokens = []
for row in cur:
# print(row[0])
ch_tokens.append(get_lemma(row[0]))
text_data.append(ch_tokens)
#break
dictionary = corpora.Dictionary(text_data)
corpus = [dictionary.doc2bow(text) for text in text_data]
pickle.dump(corpus, open('corpus.pkl', 'wb'))
dictionary.save('dictionary.gensim')
import gensim
NUM_TOPICS = 10
ldamodel = gensim.models.ldamodel.LdaModel(corpus, num_topics = NUM_TOPICS, id2word=dictionary, passes=15)
ldamodel.save('model5.gensim')
topics = ldamodel.print_topics(num_words=4)
for topic in topics:
print(topic)
GEN GEN.intro GEN GEN.1 GEN GEN.2 GEN GEN.3 GEN GEN.4 GEN GEN.5 GEN GEN.6 GEN GEN.7 GEN GEN.8 GEN GEN.9 GEN GEN.10 GEN GEN.11 GEN GEN.12 GEN GEN.13 GEN GEN.14 GEN GEN.15 GEN GEN.16 GEN GEN.17 GEN GEN.18 GEN GEN.19 GEN GEN.20 GEN GEN.21 GEN GEN.22 GEN GEN.23 GEN GEN.24 GEN GEN.25 GEN GEN.26 GEN GEN.27 GEN GEN.28 GEN GEN.29 GEN GEN.30 GEN GEN.31 GEN GEN.32 GEN GEN.33 GEN GEN.34 GEN GEN.35 GEN GEN.36 GEN GEN.37 GEN GEN.38 GEN GEN.39 GEN GEN.40 GEN GEN.41 GEN GEN.42 GEN GEN.43 GEN GEN.44 GEN GEN.45 GEN GEN.46 GEN GEN.47 GEN GEN.48 GEN GEN.49 GEN GEN.50 EXO EXO.intro EXO EXO.1 EXO EXO.2 EXO EXO.3 EXO EXO.4 EXO EXO.5 EXO EXO.6 EXO EXO.7 EXO EXO.8 EXO EXO.9 EXO EXO.10 EXO EXO.11 EXO EXO.12 EXO EXO.13 EXO EXO.14 EXO EXO.15 EXO EXO.16 EXO EXO.17 EXO EXO.18 EXO EXO.19 EXO EXO.20 EXO EXO.21 EXO EXO.22 EXO EXO.23 EXO EXO.24 EXO EXO.25 EXO EXO.26 EXO EXO.27 EXO EXO.28 EXO EXO.29 EXO EXO.30 EXO EXO.31 EXO EXO.32 EXO EXO.33 EXO EXO.34 EXO EXO.35 EXO EXO.36 EXO EXO.37 EXO EXO.38 EXO EXO.39 EXO EXO.40 LEV LEV.intro LEV LEV.1 LEV LEV.2 LEV LEV.3 LEV LEV.4 LEV LEV.5 LEV LEV.6 LEV LEV.7 LEV LEV.8 LEV LEV.9 LEV LEV.10 LEV LEV.11 LEV LEV.12 LEV LEV.13 LEV LEV.14 LEV LEV.15 LEV LEV.16 LEV LEV.17 LEV LEV.18 LEV LEV.19 LEV LEV.20 LEV LEV.21 LEV LEV.22 LEV LEV.23 LEV LEV.24 LEV LEV.25 LEV LEV.26 LEV LEV.27 NUM NUM.intro NUM NUM.1 NUM NUM.2 NUM NUM.3 NUM NUM.4 NUM NUM.5 NUM NUM.6 NUM NUM.7 NUM NUM.8 NUM NUM.9 NUM NUM.10 NUM NUM.11 NUM NUM.12 NUM NUM.13 NUM NUM.14 NUM NUM.15 NUM NUM.16 NUM NUM.17 NUM NUM.18 NUM NUM.19 NUM NUM.20 NUM NUM.21 NUM NUM.22 NUM NUM.23 NUM NUM.24 NUM NUM.25 NUM NUM.26 NUM NUM.27 NUM NUM.28 NUM NUM.29 NUM NUM.30 NUM NUM.31 NUM NUM.32 NUM NUM.33 NUM NUM.34 NUM NUM.35 NUM NUM.36 DEU DEU.intro DEU DEU.1 DEU DEU.2 DEU DEU.3 DEU DEU.4 DEU DEU.5 DEU DEU.6 DEU DEU.7 DEU DEU.8 DEU DEU.9 DEU DEU.10 DEU DEU.11 DEU DEU.12 DEU DEU.13 DEU DEU.14 DEU DEU.15 DEU DEU.16 DEU DEU.17 DEU DEU.18 DEU DEU.19 DEU DEU.20 DEU DEU.21 DEU DEU.22 DEU DEU.23 DEU DEU.24 DEU DEU.25 DEU DEU.26 DEU DEU.27 DEU DEU.28 DEU DEU.29 DEU DEU.30 DEU DEU.31 DEU DEU.32 DEU DEU.33 DEU DEU.34 JOS JOS.intro JOS JOS.1 JOS JOS.2 JOS JOS.3 JOS JOS.4 JOS JOS.5 JOS JOS.6 JOS JOS.7 JOS JOS.8 JOS JOS.9 JOS JOS.10 JOS JOS.11 JOS JOS.12 JOS JOS.13 JOS JOS.14 JOS JOS.15 JOS JOS.16 JOS JOS.17 JOS JOS.18 JOS JOS.19 JOS JOS.20 JOS JOS.21 JOS JOS.22 JOS JOS.23 JOS JOS.24 JDG JDG.intro JDG JDG.1 JDG JDG.2 JDG JDG.3 JDG JDG.4 JDG JDG.5 JDG JDG.6 JDG JDG.7 JDG JDG.8 JDG JDG.9 JDG JDG.10 JDG JDG.11 JDG JDG.12 JDG JDG.13 JDG JDG.14 JDG JDG.15 JDG JDG.16 JDG JDG.17 JDG JDG.18 JDG JDG.19 JDG JDG.20 JDG JDG.21 1SA 1SA.intro 1SA 1SA.1 1SA 1SA.2 1SA 1SA.3 1SA 1SA.4 1SA 1SA.5 1SA 1SA.6 1SA 1SA.7 1SA 1SA.8 1SA 1SA.9 1SA 1SA.10 1SA 1SA.11 1SA 1SA.12 1SA 1SA.13 1SA 1SA.14 1SA 1SA.15 1SA 1SA.16 1SA 1SA.17 1SA 1SA.18 1SA 1SA.19 1SA 1SA.20 1SA 1SA.21 1SA 1SA.22 1SA 1SA.23 1SA 1SA.24 1SA 1SA.25 1SA 1SA.26 1SA 1SA.27 1SA 1SA.28 1SA 1SA.29 1SA 1SA.30 1SA 1SA.31 2SA 2SA.intro 2SA 2SA.1 2SA 2SA.2 2SA 2SA.3 2SA 2SA.4 2SA 2SA.5 2SA 2SA.6 2SA 2SA.7 2SA 2SA.8 2SA 2SA.9 2SA 2SA.10 2SA 2SA.11 2SA 2SA.12 2SA 2SA.13 2SA 2SA.14 2SA 2SA.15 2SA 2SA.16 2SA 2SA.17 2SA 2SA.18 2SA 2SA.19 2SA 2SA.20 2SA 2SA.21 2SA 2SA.22 2SA 2SA.23 2SA 2SA.24 1KI 1KI.intro 1KI 1KI.1 1KI 1KI.2 1KI 1KI.3 1KI 1KI.4 1KI 1KI.5 1KI 1KI.6 1KI 1KI.7 1KI 1KI.8 1KI 1KI.9 1KI 1KI.10 1KI 1KI.11 1KI 1KI.12 1KI 1KI.13 1KI 1KI.14 1KI 1KI.15 1KI 1KI.16 1KI 1KI.17 1KI 1KI.18 1KI 1KI.19 1KI 1KI.20 1KI 1KI.21 1KI 1KI.22 2KI 2KI.intro 2KI 2KI.1 2KI 2KI.2 2KI 2KI.3 2KI 2KI.4 2KI 2KI.5 2KI 2KI.6 2KI 2KI.7 2KI 2KI.8 2KI 2KI.9 2KI 2KI.10 2KI 2KI.11 2KI 2KI.12 2KI 2KI.13 2KI 2KI.14 2KI 2KI.15 2KI 2KI.16 2KI 2KI.17 2KI 2KI.18 2KI 2KI.19 2KI 2KI.20 2KI 2KI.21 2KI 2KI.22 2KI 2KI.23 2KI 2KI.24 2KI 2KI.25 ISA ISA.intro ISA ISA.1 ISA ISA.2 ISA ISA.3 ISA ISA.4 ISA ISA.5 ISA ISA.6 ISA ISA.7 ISA ISA.8 ISA ISA.9 ISA ISA.10 ISA ISA.11 ISA ISA.12 ISA ISA.13 ISA ISA.14 ISA ISA.15 ISA ISA.16 ISA ISA.17 ISA ISA.18 ISA ISA.19 ISA ISA.20 ISA ISA.21 ISA ISA.22 ISA ISA.23 ISA ISA.24 ISA ISA.25 ISA ISA.26 ISA ISA.27 ISA ISA.28 ISA ISA.29 ISA ISA.30 ISA ISA.31 ISA ISA.32 ISA ISA.33 ISA ISA.34 ISA ISA.35 ISA ISA.36 ISA ISA.37 ISA ISA.38 ISA ISA.39 ISA ISA.40 ISA ISA.41 ISA ISA.42 ISA ISA.43 ISA ISA.44 ISA ISA.45 ISA ISA.46 ISA ISA.47 ISA ISA.48 ISA ISA.49 ISA ISA.50 ISA ISA.51 ISA ISA.52 ISA ISA.53 ISA ISA.54 ISA ISA.55 ISA ISA.56 ISA ISA.57 ISA ISA.58 ISA ISA.59 ISA ISA.60 ISA ISA.61 ISA ISA.62 ISA ISA.63 ISA ISA.64 ISA ISA.65 ISA ISA.66 JER JER.intro JER JER.1 JER JER.2 JER JER.3 JER JER.4 JER JER.5 JER JER.6 JER JER.7 JER JER.8 JER JER.9 JER JER.10 JER JER.11 JER JER.12 JER JER.13 JER JER.14 JER JER.15 JER JER.16 JER JER.17 JER JER.18 JER JER.19 JER JER.20 JER JER.21 JER JER.22 JER JER.23 JER JER.24 JER JER.25 JER JER.26 JER JER.27 JER JER.28 JER JER.29 JER JER.30 JER JER.31 JER JER.32 JER JER.33 JER JER.34 JER JER.35 JER JER.36 JER JER.37 JER JER.38 JER JER.39 JER JER.40 JER JER.41 JER JER.42 JER JER.43 JER JER.44 JER JER.45 JER JER.46 JER JER.47 JER JER.48 JER JER.49 JER JER.50 JER JER.51 JER JER.52 EZK EZK.intro EZK EZK.1 EZK EZK.2 EZK EZK.3 EZK EZK.4 EZK EZK.5 EZK EZK.6 EZK EZK.7 EZK EZK.8 EZK EZK.9 EZK EZK.10 EZK EZK.11 EZK EZK.12 EZK EZK.13 EZK EZK.14 EZK EZK.15 EZK EZK.16 EZK EZK.17 EZK EZK.18 EZK EZK.19 EZK EZK.20 EZK EZK.21 EZK EZK.22 EZK EZK.23 EZK EZK.24 EZK EZK.25 EZK EZK.26 EZK EZK.27 EZK EZK.28 EZK EZK.29 EZK EZK.30 EZK EZK.31 EZK EZK.32 EZK EZK.33 EZK EZK.34 EZK EZK.35 EZK EZK.36 EZK EZK.37 EZK EZK.38 EZK EZK.39 EZK EZK.40 EZK EZK.41 EZK EZK.42 EZK EZK.43 EZK EZK.44 EZK EZK.45 EZK EZK.46 EZK EZK.47 EZK EZK.48 HOS HOS.intro HOS HOS.1 HOS HOS.2 HOS HOS.3 HOS HOS.4 HOS HOS.5 HOS HOS.6 HOS HOS.7 HOS HOS.8 HOS HOS.9 HOS HOS.10 HOS HOS.11 HOS HOS.12 HOS HOS.13 HOS HOS.14 JOL JOL.intro JOL JOL.1 JOL JOL.2 JOL JOL.3 AMO AMO.intro AMO AMO.1 AMO AMO.2 AMO AMO.3 AMO AMO.4 AMO AMO.5 AMO AMO.6 AMO AMO.7 AMO AMO.8 AMO AMO.9 OBA OBA.intro OBA OBA.1 JON JON.intro JON JON.1 JON JON.2 JON JON.3 JON JON.4 MIC MIC.intro MIC MIC.1 MIC MIC.2 MIC MIC.3 MIC MIC.4 MIC MIC.5 MIC MIC.6 MIC MIC.7 NAM NAM.intro NAM NAM.1 NAM NAM.2 NAM NAM.3 HAB HAB.intro HAB HAB.1 HAB HAB.2 HAB HAB.3 ZEP ZEP.intro ZEP ZEP.1 ZEP ZEP.2 ZEP ZEP.3 HAG HAG.intro HAG HAG.1 HAG HAG.2 ZEC ZEC.intro ZEC ZEC.1 ZEC ZEC.2 ZEC ZEC.3 ZEC ZEC.4 ZEC ZEC.5 ZEC ZEC.6 ZEC ZEC.7 ZEC ZEC.8 ZEC ZEC.9 ZEC ZEC.10 ZEC ZEC.11 ZEC ZEC.12 ZEC ZEC.13 ZEC ZEC.14 MAL MAL.intro MAL MAL.1 MAL MAL.2 MAL MAL.3 MAL MAL.4 PSA PSA.intro PSA PSA.1 PSA PSA.2 PSA PSA.3 PSA PSA.4 PSA PSA.5 PSA PSA.6 PSA PSA.7 PSA PSA.8 PSA PSA.9 PSA PSA.10 PSA PSA.11 PSA PSA.12 PSA PSA.13 PSA PSA.14 PSA PSA.15 PSA PSA.16 PSA PSA.17 PSA PSA.18 PSA PSA.19 PSA PSA.20 PSA PSA.21 PSA PSA.22 PSA PSA.23 PSA PSA.24 PSA PSA.25 PSA PSA.26 PSA PSA.27 PSA PSA.28 PSA PSA.29 PSA PSA.30 PSA PSA.31 PSA PSA.32 PSA PSA.33 PSA PSA.34 PSA PSA.35 PSA PSA.36 PSA PSA.37 PSA PSA.38 PSA PSA.39 PSA PSA.40 PSA PSA.41 PSA PSA.42 PSA PSA.43 PSA PSA.44 PSA PSA.45 PSA PSA.46 PSA PSA.47 PSA PSA.48 PSA PSA.49 PSA PSA.50 PSA PSA.51 PSA PSA.52 PSA PSA.53 PSA PSA.54 PSA PSA.55 PSA PSA.56 PSA PSA.57 PSA PSA.58 PSA PSA.59 PSA PSA.60 PSA PSA.61 PSA PSA.62 PSA PSA.63 PSA PSA.64 PSA PSA.65 PSA PSA.66 PSA PSA.67 PSA PSA.68 PSA PSA.69 PSA PSA.70 PSA PSA.71 PSA PSA.72 PSA PSA.73 PSA PSA.74 PSA PSA.75 PSA PSA.76 PSA PSA.77 PSA PSA.78 PSA PSA.79 PSA PSA.80 PSA PSA.81 PSA PSA.82 PSA PSA.83 PSA PSA.84 PSA PSA.85 PSA PSA.86 PSA PSA.87 PSA PSA.88 PSA PSA.89 PSA PSA.90 PSA PSA.91 PSA PSA.92 PSA PSA.93 PSA PSA.94 PSA PSA.95 PSA PSA.96 PSA PSA.97 PSA PSA.98 PSA PSA.99 PSA PSA.100 PSA PSA.101 PSA PSA.102 PSA PSA.103 PSA PSA.104 PSA PSA.105 PSA PSA.106 PSA PSA.107 PSA PSA.108 PSA PSA.109 PSA PSA.110 PSA PSA.111 PSA PSA.112 PSA PSA.113 PSA PSA.114 PSA PSA.115 PSA PSA.116 PSA PSA.117 PSA PSA.118 PSA PSA.119 PSA PSA.120 PSA PSA.121 PSA PSA.122 PSA PSA.123 PSA PSA.124 PSA PSA.125 PSA PSA.126 PSA PSA.127 PSA PSA.128 PSA PSA.129 PSA PSA.130 PSA PSA.131 PSA PSA.132 PSA PSA.133 PSA PSA.134 PSA PSA.135 PSA PSA.136 PSA PSA.137 PSA PSA.138 PSA PSA.139 PSA PSA.140 PSA PSA.141 PSA PSA.142 PSA PSA.143 PSA PSA.144 PSA PSA.145 PSA PSA.146 PSA PSA.147 PSA PSA.148 PSA PSA.149 PSA PSA.150 PRO PRO.intro PRO PRO.1 PRO PRO.2 PRO PRO.3 PRO PRO.4 PRO PRO.5 PRO PRO.6 PRO PRO.7 PRO PRO.8 PRO PRO.9 PRO PRO.10 PRO PRO.11 PRO PRO.12 PRO PRO.13 PRO PRO.14 PRO PRO.15 PRO PRO.16 PRO PRO.17 PRO PRO.18 PRO PRO.19 PRO PRO.20 PRO PRO.21 PRO PRO.22 PRO PRO.23 PRO PRO.24 PRO PRO.25 PRO PRO.26 PRO PRO.27 PRO PRO.28 PRO PRO.29 PRO PRO.30 PRO PRO.31 JOB JOB.intro JOB JOB.1 JOB JOB.2 JOB JOB.3 JOB JOB.4 JOB JOB.5 JOB JOB.6 JOB JOB.7 JOB JOB.8 JOB JOB.9 JOB JOB.10 JOB JOB.11 JOB JOB.12 JOB JOB.13 JOB JOB.14 JOB JOB.15 JOB JOB.16 JOB JOB.17 JOB JOB.18 JOB JOB.19 JOB JOB.20 JOB JOB.21 JOB JOB.22 JOB JOB.23 JOB JOB.24 JOB JOB.25 JOB JOB.26 JOB JOB.27 JOB JOB.28 JOB JOB.29 JOB JOB.30 JOB JOB.31 JOB JOB.32 JOB JOB.33 JOB JOB.34 JOB JOB.35 JOB JOB.36 JOB JOB.37 JOB JOB.38 JOB JOB.39 JOB JOB.40 JOB JOB.41 JOB JOB.42 SNG SNG.intro SNG SNG.1 SNG SNG.2 SNG SNG.3 SNG SNG.4 SNG SNG.5 SNG SNG.6 SNG SNG.7 SNG SNG.8 RUT RUT.intro RUT RUT.1 RUT RUT.2 RUT RUT.3 RUT RUT.4 LAM LAM.intro LAM LAM.1 LAM LAM.2 LAM LAM.3 LAM LAM.4 LAM LAM.5 ECC ECC.intro ECC ECC.1 ECC ECC.2 ECC ECC.3 ECC ECC.4 ECC ECC.5 ECC ECC.6 ECC ECC.7 ECC ECC.8 ECC ECC.9 ECC ECC.10 ECC ECC.11 ECC ECC.12 EST EST.intro EST EST.1 EST EST.2 EST EST.3 EST EST.4 EST EST.5 EST EST.6 EST EST.7 EST EST.8 EST EST.9 EST EST.10 DAN DAN.intro DAN DAN.1 DAN DAN.2 DAN DAN.3 DAN DAN.4 DAN DAN.5 DAN DAN.6 DAN DAN.7 DAN DAN.8 DAN DAN.9 DAN DAN.10 DAN DAN.11 DAN DAN.12 EZR EZR.intro EZR EZR.1 EZR EZR.2 EZR EZR.3 EZR EZR.4 EZR EZR.5 EZR EZR.6 EZR EZR.7 EZR EZR.8 EZR EZR.9 EZR EZR.10 NEH NEH.intro NEH NEH.1 NEH NEH.2 NEH NEH.3 NEH NEH.4 NEH NEH.5 NEH NEH.6 NEH NEH.7 NEH NEH.8 NEH NEH.9 NEH NEH.10 NEH NEH.11 NEH NEH.12 NEH NEH.13 1CH 1CH.intro 1CH 1CH.1 1CH 1CH.2 1CH 1CH.3 1CH 1CH.4 1CH 1CH.5 1CH 1CH.6 1CH 1CH.7 1CH 1CH.8 1CH 1CH.9 1CH 1CH.10 1CH 1CH.11 1CH 1CH.12 1CH 1CH.13 1CH 1CH.14 1CH 1CH.15 1CH 1CH.16 1CH 1CH.17 1CH 1CH.18 1CH 1CH.19 1CH 1CH.20 1CH 1CH.21 1CH 1CH.22 1CH 1CH.23 1CH 1CH.24 1CH 1CH.25 1CH 1CH.26 1CH 1CH.27 1CH 1CH.28 1CH 1CH.29 2CH 2CH.intro 2CH 2CH.1 2CH 2CH.2 2CH 2CH.3 2CH 2CH.4 2CH 2CH.5 2CH 2CH.6 2CH 2CH.7 2CH 2CH.8 2CH 2CH.9 2CH 2CH.10 2CH 2CH.11 2CH 2CH.12 2CH 2CH.13 2CH 2CH.14 2CH 2CH.15 2CH 2CH.16 2CH 2CH.17 2CH 2CH.18 2CH 2CH.19 2CH 2CH.20 2CH 2CH.21 2CH 2CH.22 2CH 2CH.23 2CH 2CH.24 2CH 2CH.25 2CH 2CH.26 2CH 2CH.27 2CH 2CH.28 2CH 2CH.29 2CH 2CH.30 2CH 2CH.31 2CH 2CH.32 2CH 2CH.33 2CH 2CH.34 2CH 2CH.35 2CH 2CH.36 MAT MAT.intro MAT MAT.1 MAT MAT.2 MAT MAT.3 MAT MAT.4 MAT MAT.5 MAT MAT.6 MAT MAT.7 MAT MAT.8 MAT MAT.9 MAT MAT.10 MAT MAT.11 MAT MAT.12 MAT MAT.13 MAT MAT.14 MAT MAT.15 MAT MAT.16 MAT MAT.17 MAT MAT.18 MAT MAT.19 MAT MAT.20 MAT MAT.21 MAT MAT.22 MAT MAT.23 MAT MAT.24 MAT MAT.25 MAT MAT.26 MAT MAT.27 MAT MAT.28 MRK MRK.intro MRK MRK.1 MRK MRK.2 MRK MRK.3 MRK MRK.4 MRK MRK.5 MRK MRK.6 MRK MRK.7 MRK MRK.8 MRK MRK.9 MRK MRK.10 MRK MRK.11 MRK MRK.12 MRK MRK.13 MRK MRK.14 MRK MRK.15 MRK MRK.16 LUK LUK.intro LUK LUK.1 LUK LUK.2 LUK LUK.3 LUK LUK.4 LUK LUK.5 LUK LUK.6 LUK LUK.7 LUK LUK.8 LUK LUK.9 LUK LUK.10 LUK LUK.11 LUK LUK.12 LUK LUK.13 LUK LUK.14 LUK LUK.15 LUK LUK.16 LUK LUK.17 LUK LUK.18 LUK LUK.19 LUK LUK.20 LUK LUK.21 LUK LUK.22 LUK LUK.23 LUK LUK.24 JHN JHN.intro JHN JHN.1 JHN JHN.2 JHN JHN.3 JHN JHN.4 JHN JHN.5 JHN JHN.6 JHN JHN.7 JHN JHN.8 JHN JHN.9 JHN JHN.10 JHN JHN.11 JHN JHN.12 JHN JHN.13 JHN JHN.14 JHN JHN.15 JHN JHN.16 JHN JHN.17 JHN JHN.18 JHN JHN.19 JHN JHN.20 JHN JHN.21 ACT ACT.intro ACT ACT.1 ACT ACT.2 ACT ACT.3 ACT ACT.4 ACT ACT.5 ACT ACT.6 ACT ACT.7 ACT ACT.8 ACT ACT.9 ACT ACT.10 ACT ACT.11 ACT ACT.12 ACT ACT.13 ACT ACT.14 ACT ACT.15 ACT ACT.16 ACT ACT.17 ACT ACT.18 ACT ACT.19 ACT ACT.20 ACT ACT.21 ACT ACT.22 ACT ACT.23 ACT ACT.24 ACT ACT.25 ACT ACT.26 ACT ACT.27 ACT ACT.28 ROM ROM.intro ROM ROM.1 ROM ROM.2 ROM ROM.3 ROM ROM.4 ROM ROM.5 ROM ROM.6 ROM ROM.7 ROM ROM.8 ROM ROM.9 ROM ROM.10 ROM ROM.11 ROM ROM.12 ROM ROM.13 ROM ROM.14 ROM ROM.15 ROM ROM.16 1CO 1CO.intro 1CO 1CO.1 1CO 1CO.2 1CO 1CO.3 1CO 1CO.4 1CO 1CO.5 1CO 1CO.6 1CO 1CO.7 1CO 1CO.8 1CO 1CO.9 1CO 1CO.10 1CO 1CO.11 1CO 1CO.12 1CO 1CO.13 1CO 1CO.14 1CO 1CO.15 1CO 1CO.16 2CO 2CO.intro 2CO 2CO.1 2CO 2CO.2 2CO 2CO.3 2CO 2CO.4 2CO 2CO.5 2CO 2CO.6 2CO 2CO.7 2CO 2CO.8 2CO 2CO.9 2CO 2CO.10 2CO 2CO.11 2CO 2CO.12 2CO 2CO.13 GAL GAL.intro GAL GAL.1 GAL GAL.2 GAL GAL.3 GAL GAL.4 GAL GAL.5 GAL GAL.6 EPH EPH.intro EPH EPH.1 EPH EPH.2 EPH EPH.3 EPH EPH.4 EPH EPH.5 EPH EPH.6 PHP PHP.intro PHP PHP.1 PHP PHP.2 PHP PHP.3 PHP PHP.4 COL COL.intro COL COL.1 COL COL.2 COL COL.3 COL COL.4 1TH 1TH.intro 1TH 1TH.1 1TH 1TH.2 1TH 1TH.3 1TH 1TH.4 1TH 1TH.5 2TH 2TH.intro 2TH 2TH.1 2TH 2TH.2 2TH 2TH.3 1TI 1TI.intro 1TI 1TI.1 1TI 1TI.2 1TI 1TI.3 1TI 1TI.4 1TI 1TI.5 1TI 1TI.6 2TI 2TI.intro 2TI 2TI.1 2TI 2TI.2 2TI 2TI.3 2TI 2TI.4 TIT TIT.intro TIT TIT.1 TIT TIT.2 TIT TIT.3 PHM PHM.intro PHM PHM.1 HEB HEB.intro HEB HEB.1 HEB HEB.2 HEB HEB.3 HEB HEB.4 HEB HEB.5 HEB HEB.6 HEB HEB.7 HEB HEB.8 HEB HEB.9 HEB HEB.10 HEB HEB.11 HEB HEB.12 HEB HEB.13 JAS JAS.intro JAS JAS.1 JAS JAS.2 JAS JAS.3 JAS JAS.4 JAS JAS.5 1PE 1PE.intro 1PE 1PE.1 1PE 1PE.2 1PE 1PE.3 1PE 1PE.4 1PE 1PE.5 2PE 2PE.intro 2PE 2PE.1 2PE 2PE.2 2PE 2PE.3 1JN 1JN.intro 1JN 1JN.1 1JN 1JN.2 1JN 1JN.3 1JN 1JN.4 1JN 1JN.5 2JN 2JN.intro 2JN 2JN.1 3JN 3JN.intro 3JN 3JN.1 JUD JUD.intro JUD JUD.1 REV REV.intro REV REV.1 REV REV.2 REV REV.3 REV REV.4 REV REV.5 REV REV.6 REV REV.7 REV REV.8 REV REV.9 REV REV.10 REV REV.11 REV REV.12 REV REV.13 REV REV.14 REV REV.15 REV REV.16 REV REV.17 REV REV.18 REV REV.19 REV REV.20 REV REV.21 REV REV.22
Visualizing the model with pyLDAvis¶
In [2]:
import pyLDAvis.gensim as gensimvis
import pyLDAvis
In [3]:
vis_data = gensimvis.prepare(ldamodel, corpus, dictionary)
pyLDAvis.display(vis_data)
Out[3]:
In [ ]:
!jupyter nbconvert g_b_jupyter_visualization.ipynb --to html
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