This notebook illustrates the CLTK's sentence tokenizer for the Ancient Greek language. First, I offer the code with which I tokenized, and counted, sentences and words in the TLG. Next, the notebook offers a few simple views of this data, organized globally and for specific genres.
This first step tokenizes words and sentences, then returns the ratio of average words per sentence for each author in the Thesaurus Linguae Grecae. The following code runs too long for an IPython notebook (~30 minutes) though it is nevertheless readable (download code here). This script generates a file called called tlg_auth_sent_data_v3.txt (download).
"""For computing average sentence length for TLG authors."""
import ast
from cltk.tokenize.sentence_tokenizer_greek import tokenize_greek_sentences
from collections import Counter
from nltk.tokenize import RegexpTokenizer
import os
import re
# TLG parameters
TLG_DIR = os.path.join('~/cltk_data', 'compiled', 'tlg')
TLG_INDEX_REL = os.path.join(TLG_DIR, 'index_author_works.txt')
# Local write parameters
WRITE_FILE_NAME = 'tlg_auth_sent_data_v3.txt'
WRITE_DIR_LOCATION = '~/Downloads'
class AvgSents(object):
"""Contains methods for computing average sentence length."""
def open_file(self, abs_path):
"""Open any file with an absolute path."""
try:
with open(abs_path) as file:
read_file = file.read()
return read_file
except:
pass
def clean_text(self, input_text):
output_text = re.sub(r'\{\d.+?\}\d|\d|\{.+?\}|\.{3}|@|\?|!|`|&|%|\$|\#|\+|-|—|\[|\]|<|>|\\\.|!|\.\s\.|\.\.|p\.\s|,\s,|\\|[a-zA-Z0-9_]', '', input_text)
return output_text
def tlg_author_path(self, author, index_dict):
"""Build absolute path to TLG author file."""
print('Processing author:', author)
tlg_file = index_dict[author]['tlg_file']
tlg_file_txt = os.path.join(tlg_file + '.txt')
tlg_file_rel = os.path.join(TLG_DIR, tlg_file_txt)
tlg_file_abs = os.path.expanduser(tlg_file_rel)
return tlg_file_abs
def count_tokenize_sents(self, author_read):
"""Tokenize and count sentences in a string."""
try:
sents = tokenize_greek_sentences(author_read)
total_sents = len(sents)
tally_dict = self.tally_of_sentence_lengths(sents)
except:
pass
print('Total sentences:', total_sents)
print('Tally of sentence lengths:', tally_dict)
return total_sents, tally_dict
def write_dict(self, auth_s_w_dict):
"""Write author sentence word data into dict in a file."""
write_rel_path = os.path.join(WRITE_DIR_LOCATION, WRITE_FILE_NAME)
write_abs_path = os.path.expanduser(write_rel_path)
try:
with open(write_abs_path, 'w') as file:
try:
file.write(str(auth_s_w_dict))
except:
pass
except:
pass
def count_tokenize_words(self, author_read):
"""Tokenize and count words in a string."""
tokenizer = RegexpTokenizer('\s+', gaps=True)
try:
words = tokenizer.tokenize(author_read)
return len(words)
except:
pass
def tally_of_sentence_lengths(self, sents_list):
"""Count the total occurrences of each sentence length. I.e.,
{1: 4, 2: 3, 3: 7, 8:12, ... 19: 400, 20: 379, 21: 433, ... },
as in: {'number of words in a sentence': 'number of times this number
of words occurs in an author'}
"""
tally_list = []
for sentence in sents_list:
word_tokenizer = RegexpTokenizer('\s+', gaps=True)
try:
sentence_words = word_tokenizer.tokenize(sentence)
sentence_word_length = len(sentence_words)
tally_list.append(sentence_word_length)
except:
pass
tally_counter = Counter(tally_list)
tally_dict = dict(tally_counter)
return tally_dict
def main():
"""Main function"""
avg = AvgSents()
tlg_index_abs = os.path.expanduser(TLG_INDEX_REL)
index_read = avg.open_file(tlg_index_abs)
index_dict = ast.literal_eval(index_read)
auth_s_w_dict = {}
for author in index_dict:
tlg_file_abs = avg.tlg_author_path(author, index_dict)
author_read = avg.open_file(tlg_file_abs)
avg.clean_text(author_read)
try:
sent_count, tally_dict = avg.count_tokenize_sents(author_read)
except:
sent_count = 0
try:
word_count = avg.count_tokenize_words(author_read)
except:
word_count = 0
try:
avg_words_per_sent = word_count / sent_count
except:
avg_words_per_sent = 0
counts = {'sent_count': sent_count,
'word_count': word_count,
'avg_words_per_sent': avg_words_per_sent,
'tally_of_sent_word_lengths': tally_dict}
auth_s_w_dict[author] = counts
avg.write_dict(auth_s_w_dict)
if __name__ == "__main__":
main()
Next, I offer some simple views of the file tlg_auth_sent_data_v3.txt using the data analysis library Pandas.
In [74]:
import ast
import matplotlib.pyplot as plt
import numpy as np
import os
import pandas as pd
#display enough rows for all TLG authors
pd.set_option('display.max_rows', 10000)
In [75]:
file_name = 'tlg_auth_sent_data_v3.txt'
dir_location = '~/Downloads'
rel_path = os.path.join(dir_location, file_name)
abs_path = os.path.expanduser(rel_path)
with open(abs_path) as f:
r = f.read()
d = ast.literal_eval(r)
In [76]:
# generate the Pandas DataFrame
df = pd.DataFrame(d)
The data show some outliers at the low end (Tynnichus Lyr., Antigenes Hist.; fragmentary authors) and the high (Carneiscus Phil., Lyrica Adespota (SLG); probably problematic text markup).
In [77]:
with open(abs_path) as f:
r = f.read()
d = ast.literal_eval(r)
df = pd.DataFrame(d)
#rm tally from these views
df = df.drop('tally_of_sent_word_lengths')
In [78]:
df.T.sort('avg_words_per_sent', ascending=1)
Out[78]:
avg_words_per_sent
sent_count
word_count
Glossae In Herodotum
2.499368
791
1977
Tynnichus Lyr.
2.5
2
5
Antigenes Hist.
2.615385
13
34
Lexica Syntactica
2.618172
5382
14091
Euphronius Lyr.
2.9
10
29
Lamynthius Lyr.
3
1
3
Theodorides Trag.
3
3
9
Cleomenes Lyr.
3
1
3
Leschides Epic.
3
1
3
Meletus Junior Trag.
3
1
3
Posidonius Epic.
3
1
3
Melito Trag.
3
1
3
Oeniades Lyr.
3
1
3
Silenus Trag.
3
1
3
Hera[clides] Trag.
3
3
9
Stesichorus II Lyr.
3
1
3
Priscus Epic.
3
1
3
Idaeus Epic.
3
1
3
Philocles Comic.
3
1
3
Caecalus (?) Epic.
3
1
3
Demareta Poeta
3
1
3
Eumedes Comic.
3
1
3
Nausicrates Comic.
3
74
222
Polycritus Hist.
3
1
3
Timoxenus Comic.
3
1
3
Pamphilus Trag.
3
1
3
Archestratus Trag.
3
1
3
Sminthes Astron.
3
1
3
Ptolemaeus IV Philopator Trag.
3
1
3
Sogenes Comic.
3
1
3
[Ath]enodorus Trag.
3
1
3
Niceratus Epic.
3
1
3
Verba In Scripturis De Christo
3.033835
266
807
Aristoxenus [Comic.]
3.333333
3
10
Callistratus Trag.
3.333333
3
10
Canon Librorum
3.392857
28
95
Lexicon Artis Grammaticae
3.457778
675
2334
Philo Poeta
3.5
2
7
Philippus Comic.
3.5
2
7
Phaedimus [Epic.]
3.5
2
7
Sapphus vel Alcaei Fragmenta
3.552795
161
572
Lexicon De Atticis Nominibus
3.587977
682
2447
Biottus Comic.
4
1
4
Theudo[tus] Trag.
4
1
4
[Autocharis] Hist.
4
6
24
Anaxion Trag.
4
1
4
Phrynichus II Trag.
4
1
4
[Telauges] Phil.
4
1
4
Lyceas Hist.
4
1
4
Theodorus Poeta
4
1
4
Chaerion Comic.
4
1
4
Paramonus Comic.
4
1
4
Polyphrasmon Trag.
4
1
4
Timotheus Trag.
4
1
4
Callimachus Junior Epic.
4
1
4
Persinus Poeta
4
1
4
Theognis Trag.
4
1
4
Harmodius Trag.
4
1
4
Pseudo-Zonaras Lexicogr.
4.208327
54952
231256
[Lucas Apostolus] Med.
4.310345
29
125
Alcaeus Lyr.
4.359782
2382
10385
Eudemus Rhet.
4.404624
519
2286
Anacreon Junior Eleg.
4.5
2
9
Potamon Hist.
4.555556
9
41
Echephylidas Hist.
4.580645
31
142
Ibycus Lyr.
4.588477
729
3345
Stesichorus Lyr.
4.597372
837
3848
Capito Hist.
4.625
56
259
Simonides Lyr.
4.642209
1322
6137
Cleomachus Poeta
4.666667
3
14
Hipparchus [Epigr.]
4.666667
3
14
Stephanus Comic.
4.75
16
76
Corinna Lyr.
4.79845
387
1857
Anonymus Lexicographus Lexicogr.
4.923077
13
64
Autesion Hist.
5
19
95
Alcimenes Comic.
5
1
5
Euripides II Trag.
5
1
5
Alexinus Phil.
5
1
5
Callicrates Comic.
5
1
5
Theodorus Trag.
5
1
5
[Heraclitus] Comic.
5
1
5
Blaesus Comic.
5
2
10
[Menippus] Comic.
5
3
15
Sophocles Junior Trag.
5
1
5
Euanthes Epic.
5
1
5
Apollodorus Lyr.
5
2
10
Balagrus Hist.
5
7
35
Xeno Comic.
5
5
25
Prorus Phil.
5
1
5
Pronomus Lyr.
5
1
5
Cinesias Lyr.
5
1
5
Dionysius II [Eleg.]
5
3
15
Polemaeus Trag.
5
1
5
Cercops Phil.
5.210526
19
99
Lexica Segueriana
5.226137
19329
101016
Eriphus Comic.
5.302632
76
403
Pamphilus Poeta
5.333333
3
16
Atridarum Reditus
5.5
2
11
Telegonia
5.5
2
11
Callias Comic.
5.557692
52
289
Epigenes Comic.
5.619048
42
236
Nico Comic.
5.714286
7
40
Nicomachus Comic.
5.725664
113
647
Echecrates Phil.
5.75
12
69
Archinus Hist.
5.777778
9
52
Epinicus Comic.
5.791667
48
278
Sappho Lyr.
5.854685
1046
6124
Cantharus Comic.
5.857143
14
82
Moeris Attic.
5.928889
900
5336
Arcesilaus Comic.
6
2
12
Eunicus Comic.
6
3
18
Euaretus Trag.
6
3
18
Erycius Poeta
6
1
6
Phormis Comic.
6
1
6
Diodorus Eleg.
6
1
6
Didymarchus Poeta
6
1
6
Spintharus Trag.
6
1
6
Artemidorus Eleg.
6
1
6
Etymologicum Symeonis
6.01745
11003
66210
Chronographiae Anonymae
6.130531
452
2771
Euangelus Comic.
6.172414
29
179
Sophron Mimogr.
6.201835
109
676
Hipparchus Comic.
6.241379
29
181
Boi+das Phil.
6.25
8
50
Scholia In Oppianum
6.258612
11380
71223
Aristippus Hist.
6.315789
19
120
Agesilaus Hist.
6.333333
6
38
Clitarchus Gnom.
6.343915
189
1199
Philemon Junior Comic.
6.387097
31
198
Damoxenus Comic.
6.416185
173
1110
Dioxippus Comic.
6.434783
23
148
Sciras Comic.
6.5
2
13
Glaucus Hist.
6.5
30
195
Euphanes Comic.
6.5
2
13
Mamercus Eleg.
6.5
2
13
Augeas Comic.
6.5
4
26
Euclides Comic. vel Iamb.
6.5
2
13
[Chrysippus] Hist.
6.555556
9
59
Aristophanes Comic.
6.572004
18138
119203
Straton Comic.
6.602837
141
931
Chariclides Comic.
6.666667
3
20
Hicetas Phil.
6.666667
12
80
Bias [Phil.]
6.666667
6
40
Heraclides Phil.
6.666667
3
20
Clearchus Comic.
6.806452
31
211
Timostratus Comic.
6.818182
11
75
Aeschylus Trag.
6.857143
7
48
Aelius Dionysius Attic.
6.864251
2291
15726
Alcman Lyr.
6.923507
536
3711
Phrynichus Attic.
6.942454
5387
37399
Theophilus Comic.
6.94382
89
618
Crobylus Comic.
6.978261
46
321
Menecrates Poet. Phil.
7
2
14
[Thearidas] Phil.
7
5
35
Simylus Comic.
7
1
7
Aethiopis
7
4
28
Pseudo-Demosthenes Epigr.
7
2
14
Philiades Eleg.
7
2
14
Pseudo-Agathon Epigr.
7
2
14
Dionysius Iambus Gramm. et Poeta
7
1
7
Apollonius Comic.
7
2
14
Timaeus Sophista Gramm.
7.041372
1982
13956
Scholia In Aeschinem
7.048021
4498
31702
Xenophilus Mus. et Phil.
7.086957
23
163
Diophantus Hist.
7.1
10
71
Metrophanes Hist.
7.142857
7
50
Alexander Med.
7.151027
18447
131915
Zeno Phil.
7.166667
30
215
Timocles Trag.
7.2
5
36
Fragmentum Stoicum
7.25
4
29
[Pyrander] Hist.
7.25
12
87
Elegiaca Adespota (IEG)
7.259259
108
784
Aristomenes Comic.
7.26087
23
167
Gorgon Hist.
7.3
10
73
Nicostratus Comic.
7.324503
151
1106
Menecrates Comic.
7.333333
3
22
Rhinthon Comic.
7.333333
9
66
Comica Adespota (CAF)
7.3639
1036
7629
Menandri Et Philistionis Sententiae
7.387917
629
4647
Menesthenes Hist.
7.4
5
37
Ecphantides Comic.
7.4
5
37
Sententiae Sexti
7.410494
648
4802
Orion Gramm.
7.430137
6205
46104
Philoxenus Gramm.
7.469377
5535
41343
Diophantus Comic.
7.5
2
15
[Chersias] Epic.
7.5
2
15
Danai+s vel Danai+des
7.5
2
15
[Sodamus] Eleg.
7.5
2
15
Melanthius Eleg. et Trag.
7.5
2
15
Diodorus Phil.
7.5
6
45
Diphilus Epic. et Iamb.
7.5
2
15
Pigres Eleg.
7.5
2
15
Etymologia Alphabeti
7.579545
88
667
Pythocles Hist.
7.583333
24
182
Charinus Choliamb.
7.666667
3
23
Antileon Hist.
7.666667
6
46
Antimachus Epic.
7.666667
3
23
Androtion Hist.
7.691358
243
1869
Sophaenetus Hist.
7.769231
13
101
Xenomedes Hist.
7.818182
11
86
Hypermenes Hist.
7.833333
6
47
Apion Gramm.
7.867578
2122
16695
Sophilus Comic.
7.88
25
197
Euagon Hist.
7.888889
9
71
Eumachus Hist.
7.888889
9
71
Orus Gramm.
7.989486
856
6839
Hermias Poeta
8
1
8
Thugenides Comic.
8
4
32
Socrates Phil.
8
4
32
Butas Eleg.
8
2
16
Musaeus Epic.
8
1
8
[Dionysius Scymnaeus] Trag. vel Comic.
8
1
8
Apollodorus Trag.
8
1
8
Asopodorus Iamb.
8
1
8
Phaestus Epic.
8
2
16
Nessas Phil.
8.071429
14
113
Lexicon Vindobonense
8.123616
3252
26418
Diocles Comic.
8.125
24
195
Philonides Comic.
8.181818
22
180
Parthax Hist.
8.2
10
82
Eudoxus Hist.
8.2
10
82
Theodorus Math.
8.208333
24
197
Simus Phil.
8.214286
14
115
[Menyllus] Hist.
8.222222
18
148
Sappho et Alcaeus Lyr.
8.226804
97
798
Archippus Comic.
8.234568
81
667
(H)agias-Dercylus Hist.
8.25
16
132
Seniores Apud Irenaeum Scr. Eccl.
8.25
56
462
Ephippus Comic.
8.284946
186
1541
Apollas Hist.
8.285714
21
174
Anaxilas Comic.
8.297619
168
1394
Etymologicum Genuinum
8.302346
11510
95560
Oechaliae Halosis
8.333333
3
25
Hermaeus Hist.
8.333333
12
100
Diodorus Perieg.
8.387931
116
973
Pythaenetus Hist.
8.4
25
210
Philistus Hist.
8.432314
229
1931
Antisthenes Phil.
8.444444
9
76
Boiscus Iamb.
8.5
2
17
Alcibiades [Eleg.]
8.5
2
17
Daphitas Gramm. vel Soph.
8.5
2
17
Pherecrates Comic.
8.509499
579
4927
[Aretades] Hist.
8.526316
19
162
Lynceus Comic.
8.540541
37
316
Fragmenta Anonyma (PsVTGr)
8.593137
204
1753
Melisseus Hist.
8.6
5
43
Evangelium Secundum Hebraeos
8.611111
36
310
Comica Adespota (FCG)
8.641844
282
2437
Dionysius Comic.
8.649254
134
1159
[Boeo] Epic.
8.666667
3
26
Magnes Comic.
8.666667
12
104
Asclepiades Gramm. et Hist.
8.666667
3
26
Amometus Hist.
8.666667
15
130
Nicochares Comic.
8.703704
27
235
Sannyrion Comic.
8.705882
17
148
Apollonius Hist.
8.735849
53
463
Xenion Hist.
8.736842
38
332
Sotadea
8.741935
62
542
Archytas Epic.
8.75
4
35
Dei(l)ochus Hist.
8.75
44
385
Antiochus Phil.
8.751938
129
1129
Pausanias Attic.
8.759297
2447
21434
Plato Comic.
8.760684
468
4100
Xuthus Phil.
8.777778
9
79
Eugenius Alchem.
8.833333
6
53
Macarius Chrysocephalus Paroemiogr.
8.911435
892
7949
Amipsias Comic.
8.924528
53
473
Archebulus Poeta
9
1
9
Eubulides Comic.
9
3
27
Dionysius Epic.
9
1
9
Morsimus Trag.
9
1
9
Simonides Epic.
9
1
9
Aphareus Rhet.
9
2
18
Proxenus Hist.
9
34
306
Telesilla Lyr.
9
2
18
Aristocrates Hist.
9
26
234
Sostratus Poeta
9
1
9
Gregorius Paroemiogr.
9.001625
1231
11081
Antiphanes Comic.
9.008275
1571
14152
Cephisodorus Comic.
9.05
20
181
Theopompus Comic.
9.067568
148
1342
Crates Comic.
9.089109
101
918
Armenidas Hist.
9.105263
19
173
[Dercyllus] Hist.
9.142857
49
448
[Athamas] Phil.
9.142857
7
64
Nepualius Med. et Phil.
9.155556
90
824
Cleostratus Poet. Phil.
9.193548
31
285
Euripides Trag.
9.208732
20821
191735
Erotianus Gramm. et Med.
9.223226
1550
14296
Apollonius Soph.
9.230559
4385
40476
Alexis Comic.
9.231646
1580
14586
Eudromus Phil.
9.25
8
74
Acta Phileae
9.273585
106
983
Laetus Hist.
9.285714
14
130
Timagoras Hist.
9.333333
15
140
Anaxicrates Hist.
9.333333
18
168
Lycon Phil.
9.333333
18
168
[Septem Sapientes] Phil.
9.344928
690
6448
Xenagoras Geogr. et Hist.
9.346154
52
486
Epitaphium Pectorii
9.428571
7
66
Archedemus Phil.
9.434783
92
868
Apollodorus Phil.
9.440476
84
793
Philetaerus Comic.
9.462687
67
634
Eubulus Comic.
9.462898
566
5356
Phrynichus Comic.
9.482759
116
1100
Theocles Lyr.
9.5
2
19
Archedicus Comic.
9.5
36
342
Eustochius Soph.
9.5
6
57
Echembrotus Eleg. et Lyr.
9.5
2
19
Cleobuli Epistula
9.5
4
38
Seleucus Lyr.
9.5
2
19
Metrodorus Phil.
9.502959
169
1606
Hecataeus Hist.
9.510354
1497
14237
Peirazomene
9.533333
15
143
Antidotus Comic.
9.533333
15
143
Menander Comic.
9.534928
8861
84489
SudaSuidas
9.54326
64921
619558
[Alexarchus] Hist.
9.571429
14
134
Diphilus Comic.
9.583864
471
4514
Aristonicus Hist.
9.6
15
144
Demaratus Hist.
9.604167
48
461
Melampus Scriptor De Divinatione
9.608
500
4804
Epistula A Martyribus Lugdunensibus
9.625
8
77
[Aristobulus] Hist.
9.625
16
154
Oenopides Phil.
9.630952
84
809
Hestiaeus Hist.
9.636364
11
106
Alcaeus Comic.
9.638889
36
347
Lysippus Comic.
9.692308
26
252
Ophelio Comic.
9.714286
7
68
[Megillus] Phil.
9.714286
7
68
Nostoi
9.75
4
39
Paron Phil.
9.75
8
78
Agroetas Hist.
9.766667
30
293
Acesander Hist.
9.793651
63
617
Hesychius Lexicogr.
9.79883
30765
301461
Julia Balbilla Lyr.
9.815789
38
373
Phoenicides Comic.
9.829268
41
403
[Milon] [Phil.]
9.857143
7
69
Sosipater Comic.
9.87013
77
760
Periander [Phil.]
9.909091
11
109
Diotimus Phil.
9.923077
13
129
Athenio Comic.
9.929825
57
566
Scholia In Platonem
9.929914
7448
73958
Archelaus Phil.
9.933333
135
1341
Nicanor Gramm.
9.947368
38
378
Comica Adespota (Suppl. Com.)
9.953571
280
2787
Cydias Lyr.
10
1
10
Ariston Phil.
10
13
130
Basilides Phil.
10
4
40
Heraclides Ponticus Junior Gramm.
10
3
30
Dieuches Med.
10
1
10
Monimus Phil.
10
3
30
Eudoxus Comic.
10
1
10
Demetrius Poeta
10
2
20
Aristophanes Hist.
10
31
310
Liber Eldad Et Modad
10
2
20
Matthiae Traditiones
10.02
50
501
Theon Gramm.
10.04
150
1506
Diogenes Hist.
10.07692
13
131
Amyntas Epigr.
10.08333
12
121
Cineas Rhet.
10.08696
23
232
Metrodorus Major Phil.
10.08824
34
343
Pseudo-Phocylides Gnom.
10.10692
159
1607
Scholia In Sophoclem
10.10723
17085
172682
Timocles Comic.
10.1097
237
2396
Scholia In Aeschylum
10.12389
33610
340264
Scholia In Xenophontem
10.12896
473
4791
Gaius Asinius Quadratus Hist.
10.13158
76
770
Cratinus Comic.
10.15548
566
5748
Uranius Hist.
10.175
80
814
[Clitonymus] Hist.
10.2
20
204
Nicander Gramm.
10.2
5
51
Theagenes Hist.
10.2
45
459
Pherecydes Hist.
10.24951
1022
10475
Bion Hist.
10.28571
7
72
Dinias Hist.
10.29231
65
669
Ister Hist.
10.29259
270
2779
Androetas Hist.
10.33333
9
93
Panteleius Epic.
10.33333
6
62
Anaxandridas Hist.
10.33962
53
548
Lycophron Soph.
10.37838
37
384
Cleopatra Alchem.
10.37879
66
685
[Agatharchides] Hist.
10.38095
21
218
Xeniades Soph.
10.4
5
52
Hippostratus Hist.
10.41176
34
354
Anonymus Presbyter Scr. Eccl.
10.42857
7
73
Alcmaeon Phil.
10.43407
182
1899
[Musaeus] Phil.
10.43678
174
1816
Apollophanes Phil.
10.4375
16
167
Antigonus
10.45455
11
115
Anonymus De Metrorum Ratione
10.5
6
63
[Arimnestus] Phil.
10.5
6
63
Aristophon Comic.
10.5
88
924
Aristonicus Gramm.
10.50123
12200
128115
Dromo Comic.
10.55556
9
95
Scholia In Homerum
10.56235
86869
917541
Euenus Eleg.
10.6
15
159
Pittaci Epistula
10.6
5
53
Anaxippus Comic.
10.60976
82
870
Sophocles Trag.
10.61502
7499
79602
Philippides Comic.
10.62353
85
903
Pherecydes Myth. et Phil.
10.65596
218
2323
Bato Comic.
10.66667
69
736
Pherenicus Epic.
10.66667
3
32
Conventus Avium
10.66667
3
32
Diogenianus Gramm.
10.67487
1504
16055
Ar(i)aethus Hist.
10.71429
35
375
Crates Hist.
10.73684
38
408
[Brotinus] Phil.
10.75758
33
355
Lepidus Hist.
10.76923
13
140
Alexander Comic.
10.77778
9
97
Eudoxus Astron.
10.77851
1973
21266
Evangelium Aegyptium
10.78947
19
205
Lucius Licinius Lucullus Hist.
10.8
10
108
Nicocrates Hist.
10.8
15
162
Mnesimachus Hist.
10.8
15
162
[Dositheus] Hist.
10.81481
54
584
Philostephanus Hist.
10.82237
152
1645
Aristonymus Comic.
10.83333
6
65
Philetas Eleg. et Gramm.
10.83571
140
1517
Evangelium Thomae
10.88889
9
98
Philyllius Comic.
10.92683
41
448
Isigonus Paradox.
10.93846
65
711
Manetho Hist.
10.94579
867
9490
Epicrates Comic.
10.97872
94
1032
Chionides Comic.
11
12
132
Pittacus [Lyr.]
11
3
33
Parrhasius Epigr.
11
6
66
Dionysius Hist.
11
9
99
Fragmentum Synodicae Epistulae Concilii Caesariensis
11
7
77
Thrasybuli Epistula
11
6
66
Epigoni
11
5
55
Asclepiades Myth.
11.00543
184
2025
Heniochus Comic.
11.04545
44
486
[Aristeas] Epic.
11.14286
7
78
Cratinus Junior Comic.
11.16216
37
413
Geographica Adespota (GGM)
11.16667
18
201
Julianus Scriptor Legis De Medicis
11.16667
6
67
Lexica Synonymica
11.17552
433
4839
Hyperides Orat.
11.22062
1668
18716
[Ctesiphon] Hist.
11.22222
18
202
Cleanthes Phil.
11.22951
915
10275
Myrtilus Comic.
11.25
4
45
[Timotheus] Hist.
11.26667
15
169
Parm(en)iscus Phil.
11.26667
15
169
Acusilaus Hist.
11.27593
482
5435
Joannes Pediasimus Philol. et Rhet.
11.29617
1148
12968
Polyzelus Comic.
11.33333
18
204
Chilonis Epistula
11.33333
3
34
Licymnius Lyr.
11.33333
3
34
Aelius Dius Hist.
11.38889
18
205
Iccus Phil.
11.4
20
228
Heraclides Comic.
11.4
5
57
Scholia In Dionysium Byzantium
11.40476
84
958
Anaximenes Phil.
11.43678
174
1990
Archemachus Hist.
11.4375
32
366
Demetrius Junior Comic.
11.45455
11
126
Hermippus Comic.
11.45783
166
1902
Amphiarai Exilium (?)
11.5
2
23
Demetrius Poet. Phil.
11.5
2
23
Theopompus Epic.
11.5
2
23
Theolytus Epic.
11.5
2
23
Apollophanes Comic.
11.5
8
92
Demades Orat. et Rhet.
11.51858
565
6508
Amphis Comic.
11.52857
140
1614
Periplus Maris Magni
11.5377
504
5815
Hippon Phil.
11.58915
129
1495
Menecrates Hist.
11.59091
22
255
Mantissa Proverbiorum
11.60278
360
4177
Dionysius $1*METAQE/MENOS Phil.
11.65476
84
979
Adamantius Theol.
11.66348
2514
29322
Hedyle Epigr.
11.66667
3
35
[Callippus] Comic.
11.66667
3
35
Themison Hist.
11.66667
3
35
Sopater Comic.
11.66667
27
315
Thrasymachus Rhet. et Soph.
11.696
125
1462
Aristocreon Hist.
11.7
10
117
Euphro Comic.
11.70707
99
1159
Anaxandrides Comic.
11.71004
269
3150
Gryllus
11.71429
7
82
[Ammonius] Gramm.
11.71524
1647
19295
[Aristides] Hist.
11.74033
181
2125
Antisthenes Phil. et Rhet.
11.76676
686
8072
Herillus Phil.
11.78
50
589
Posidippus Comic.
11.79091
110
1297
[Agathon] Hist.
11.82143
28
331
Susarion Comic.
11.875
8
95
Dionysius I [Trag.]
11.875
16
190
Staphylus Hist.
11.87805
41
487
Scholia In Aristophanem
11.89617
47646
566805
Anaxagoras Phil.
11.90253
1108
13188
Thales Phil.
11.90284
422
5023
Aristagoras Hist.
11.90625
32
381
Chronicon Paschale
11.92852
10325
123162
Lexicon Sabbaiticum
11.94459
379
4527
Heraclitus Paradox.
11.95973
149
1782
Democritus Phil.
11.96535
2857
34185
Lasus Lyr.
12
2
24
Julius Epic.
12
3
36
Lamprocles Lyr.
12
2
24
Amphicrates Rhet.
12
6
72
Melanthius Hist.
12
16
192
Praxiteles [Epigr.]
12
2
24
Terpander Lyr.
12
2
24
Araros Comic.
12
18
216
Demetrius Trag.
12
1
12
Anaximander Phil.
12.00702
285
3422
[Chrysermus] Hist.
12.02778
36
433
Scholia In Theocritum
12.04442
4457
53682
Nicocles Hist.
12.05882
17
205
Timonax Hist.
12.08333
12
145
Apollodorus Gramm.
12.09639
1079
13052
Crito Hist.
12.125
16
194
Hippias Soph.
12.14463
242
2939
Hippasus Phil.
12.14912
114
1385
Evangelium Ebionitum
12.15909
44
535
Charax Hist.
12.18274
197
2400
Theotimus Hist.
12.19048
21
256
Thomas Magister Philol.
12.20823
3765
45964
Hippys Hist.
12.225
40
489
Philemon Comic.
12.23237
723
8844
Claudius Iolaus Hist.
12.25
28
343
[Clitophon] Hist.
12.27273
33
405
[Clinias] Phil.
12.275
40
491
Metagenes Comic.
12.30556
36
443
Eupolis Comic.
12.328
750
9246
Epilycus Comic.
12.33333
6
74
Basilis Hist.
12.33333
9
111
Euboeus Parodius
12.33333
3
37
Timonides Hist.
12.35714
14
173
Telephus Gramm.
12.38462
13
161
Apocalypsis Adam
12.41026
39
484
Scholia In Callimachum
12.4525
800
9962
Xenarchus Comic.
12.45333
75
934
Timagetus Hist.
12.45833
24
299
Parmenides Poet. Phil.
12.45915
612
7625
Menippus Geogr.
12.47059
17
212
Herodas Mimogr.
12.49377
401
5010
Damastes Hist.
12.5
40
500
Diagoras Lyr.
12.5
2
25
Sostratus Gramm.
12.50769
65
813
Appendix Proverbiorum
12.52997
634
7944
Mnaseas Perieg.
12.5307
228
2857
Epictetus Phil.
12.58387
6796
85520
Epimenides Phil.
12.58483
501
6305
Lycus Hist.
12.59551
89
1121
Pherecydis Epistula
12.6
10
126
Lysimachus Hist.
12.62821
156
1970
Sotades Comic.
12.63889
36
455
Anthologiae Graecae Appendix
12.65133
6390
80842
Geoponica
12.65249
6420
81229
Sotades Iamb.
12.66667
6
76
Cantus Lugubris
12.66667
9
114
Thessalus Astrol. et Med.
12.66997
606
7678
Mnesimachus Comic.
12.67606
71
900
Tyrannion Gramm.
12.68765
429
5443
[Cebes] Phil.
12.7246
374
4759
Hereas Hist.
12.73684
19
242
Rhianus Epic.
12.74441
313
3989
Leo Hist.
12.76923
26
332
Hegesippus Comic.
12.78378
37
473
Hermocles Lyr.
12.78571
14
179
Fragmentum Lexici Graeci
12.78627
510
6521
Laon Comic.
12.8
5
64
Tryphon I Gramm.
12.80271
1105
14147
Apollonius Phil.
12.80654
734
9400
Scylax Perieg.
12.80864
810
10375
Georgius Gramm.
12.82581
155
1988
Cyranides
12.82843
2751
35291
Arcesilaus Phil.
12.83333
6
77
Teleclides Comic.
12.85714
63
810
Rufus Soph.
12.86087
115
1479
Evangelium Philippi
12.875
8
103
Sosibius Gramm.
12.87879
99
1275
Xenophanes Poet. Phil.
12.89076
595
7670
Philippus Hist.
12.92308
13
168
Dicaearchus Phil.
12.95186
457
5919
Anacreon Lyr.
12.96226
159
2061
Theagenes Phil.
12.96552
29
376
Philogelos
12.98515
606
7869
Cleobulina Scriptor Aenigmatum
13
3
39
Cleophon Trag.
13
1
13
Melanthius Trag.
13
1
13
Pisander Epic.
13
5
65
Stratonicus Poeta
13
1
13
Dinarchus Orat.
13.00131
1528
19866
Hellanicus Hist.
13.07488
1509
19730
Craterus Hist.
13.07792
77
1007
Boethus Phil.
13.09259
54
707
Demosthenes Epic.
13.10256
39
511
Agathocles Hist.
13.10714
56
734
Herodorus Hist.
13.11064
235
3081
Zenonis Epistula
13.11111
9
118
Anonymi De Barbarismo Et Soloecismo Gramm.
13.16279
129
1698
Empedocles Poet. Phil.
13.16589
1935
25476
Joannes Stobaeus Anthologus
13.18965
29101
383832
Diyllus Hist.
13.2
15
198
Euphantus Phil.
13.2
5
66
Demodocus Eleg.
13.2
15
198
Gaius Suetonius Tranquillus Gramm. et Hist.
13.20665
421
5560
Arsenius Paroemiogr.
13.21355
1742
23018
Menetor Hist.
13.22222
9
119
Damon Mus.
13.22727
66
873
Callimachus Philol.
13.23127
2162
28606
Plato Phil.
13.25904
44919
595583
Leucippus Phil.
13.26871
294
3901
Protagoras Soph.
13.29477
363
4826
Timotheus Gramm.
13.33993
556
7417
Scholia In Lucianum
13.34813
4280
57130
Scholia In Apollonium Rhodium
13.35967
4899
65449
Demetrius Comic.
13.36364
11
147
Nymphodorus Hist.
13.36434
129
1724
Phanodemus Hist.
13.36709
79
1056
Aethlius Hist.
13.4
15
201
Anaxarchus Phil.
13.41176
136
1824
Cratylus Phil.
13.43333
30
403
Metrodorus Hist.
13.45455
33
444
(H)eren(n)ius Philo Gramm. et Hist.
13.48709
1704
22982
Aulus Licinius Archias Epigr.
13.5
2
27
Solonis Epistulae
13.51515
33
446
Apollodorus Comic.
13.55556
9
122
Sententiae Pythagoreorum
13.55729
384
5206
Nicophon Comic.
13.56
25
339
Philiscus Comic.
13.5625
16
217
Tyrannion Junior Gramm.
13.57895
19
258
Pseudo-Galenus Med.
13.61506
12620
171822
Paeon Hist.
13.61538
13
177
Andronicus Rhodius Phil.
13.62931
232
3162
Pseudo-Heracliti Epistulae
13.64706
85
1160
Acta Eupli
13.64706
34
464
Synesius Alchem.
13.6599
197
2691
Scholia In Diophantum
13.66412
917
12530
Aegimius
13.66667
6
82
Ptolemaeus Gramm.
13.67708
672
9191
[Myia] Phil.
13.68182
22
301
Andron Geogr.
13.69231
13
178
Aelius Herodianus et Pseudo-Herodianus Gramm. et Rhet.
13.70733
37171
509515
Calani Epistula
13.71429
7
96
Archytas Phil.
13.72286
350
4803
Demetrius Gramm.
13.73822
382
5248
Posidippus Epigr.
13.74648
71
976
Ion Eleg.
13.75
4
55
Epimerismi
13.75377
2916
40106
Crates Poet. Phil.
13.81429
70
967
Lexicon Patmense
13.81693
437
6038
Idomeneus Hist.
13.83721
86
1190
Menecles Hist.
13.85714
49
679
Phanodicus Hist.
13.85714
21
291
Oracula Chaldaica
13.89055
201
2792
Ae+tius Doxogr.
13.90263
1027
14278
Ion Phil. et Poeta
13.91379
290
4035
[Hermesianax] Hist.
13.92857
14
195
Anonymi De Terrae Motibus
13.93478
46
641
Nymphis Hist.
13.93902
82
1143
Polemon Perieg.
13.95248
463
6460
Clidemus Hist.
13.98077
104
1454
Pseudo-Nonnus
13.98357
1461
20430
Demonax [Trag.]
14
1
14
Menecrates Med.
14
4
56
Leuco Comic.
14
3
42
Castorion Lyr.
14
4
56
Hermias Iamb.
14
2
28
Zopyrus Trag.
14
1
14
Pompeius Macer [Trag.]
14
3
42
Agamestor Eleg.
14
2
28
Philiscus Trag.
14
1
14
Hegesippus Scr. Eccl.
14.00813
123
1723
[Theophilus] Hist.
14.02439
41
575
Theopompus Hist.
14.04693
1875
26338
[Bryson] Phil.
14.0625
16
225
Crinis Phil.
14.09091
22
310
Archimelus Epigr.
14.09091
11
155
[Sosthenes] Hist.
14.1
10
141
Philochorus Hist.
14.12935
1237
17478
Conon Hist.
14.14286
14
198
Acta Alexandrinorum
14.14579
439
6210
Nausiphanes Phil.
14.15464
97
1373
Aristagoras Comic.
14.2
5
71
Alcimus Hist.
14.20833
72
1023
Theseus Hist.
14.25
16
228
Antipater Phil.
14.25559
313
4462
Agl(a)osthenes Hist.
14.29032
31
443
Dieuchidas Hist.
14.30357
56
801
Theognetus Comic.
14.30769
13
186
Ptolemais Phil.
14.3125
32
458
Hegesianax Astron. et Epic.
14.32075
53
759
Euthycles Comic.
14.33333
3
43
Petron Phil.
14.33333
9
129
Anonymi Aulodia
14.35
20
287
Etymologicum Magnum
14.36378
24501
351927
Promathidas Hist.
14.37037
27
388
Theophanes Confessor Chronogr.
14.38528
9209
132474
Musaeus Grammaticus Epic.
14.38816
152
2187
Antigoni Epistula
14.42857
7
101
Hegemon Epic.
14.45455
11
159
Eustathius Philol. et Scr. Eccl.
14.45903
120989
1749383
Sosicrates Comic.
14.5
10
145
Hipparchus Parodius
14.5
2
29
Harpocration Gramm.
14.50018
2709
39281
Heracliti Ephesii Epistulae
14.52273
132
1917
Hermias Hist.
14.55
20
291
Theocritus Bucol.
14.60654
1530
22348
Neophron Trag.
14.7
10
147
Chares Gnom.
14.70968
31
456
Vitae Aesopi
14.73737
2890
42591
Epicharmus Comic. et Pseudepicharmea
14.75281
623
9191
Etymologicum Gudianum
14.75423
19087
281614
Arcadius Gramm.
14.78611
2319
34289
Gorgias Rhet. et Soph.
14.78783
674
9967
Critolaus Hist.
14.78947
19
281
Calliphon et Democedes Med. et Phil.
14.79245
53
784
Scholia In Aelium Aristidem
14.7929
12134
179497
Thallus Hist.
14.81818
33
489
Menander Hist.
14.82812
64
949
Teucer Hist.
14.84615
13
193
Promathion Hist.
14.85714
14
208
Juba II Rex Mauretaniae [Hist.]
14.86988
415
6171
Bion Phil.
14.87917
240
3571
Carmina Popularia (PMG)
14.89474
38
566
Axionicus Comic.
14.90476
42
626
Aristocles Paradox.
14.90741
54
805
Demon Hist.
14.90816
98
1461
Heraclides Lembus Hist.
14.90909
264
3936
Antiphon Soph.
14.92699
589
8792
Acta Justini Et Septem Sodalium
14.93671
158
2360
Protevangelium Jacobi
14.9595
321
4802
Scholia In Iamblichum Philosophum
14.98667
75
1124
Philolaus Phil.
14.9974
385
5774
Carcinus Trag.
15
1
15
Polyclitus Phil.
15
40
600
[Hegesinus] Epic.
15
2
30
Artemon Hist.
15
5
75
Zenodotus Trag.
15
1
15
Sthenelus Trag.
15
1
15
Lysanias Hist.
15
9
135
Ptolemaeus III Euergetes I [Epigr.]
15
2
30
Phillis Hist.
15
15
225
Serapion Trag.
15
1
15
Menelaus Epic.
15
1
15
Demetrius Hist. et Phil.
15.00321
312
4681
Apollodorus Carystius vel Apollodorus Gelous Comic.
15.01754
57
856
Praxiphanes Phil.
15.04598
87
1309
Phocylides Eleg. et Gnom.
15.05
20
301
Daimachus Hist.
15.06061
33
497
Aristodemus Hist. et Myth.
15.06173
81
1220
Xanthus Hist.
15.08148
135
2036
Martyrium Pionii
15.08532
293
4420
[Pythagoras] Phil.
15.09455
550
8302
Herodicus Gramm.
15.11111
9
136
Ananius Iamb.
15.11111
9
136
Chrysippus Phil.
15.13525
13183
199528
Serapion Scr. Eccl.
15.13636
22
333
Clytus Hist.
15.14286
21
318
Melinno Lyr.
15.16667
6
91
Lyrica Adespota (CA)
15.18978
137
2081
Apophthegmata
15.21822
9449
143797
Pythermus Hist.
15.28571
7
107
Duris Hist.
15.29226
349
5337
Epitaphium Abercii
15.3
10
153
Oracula Tiburtina
15.32394
142
2176
Discipulorum Cantiuncula
15.33333
3
46
Aesopus Scr. Fab. et Aesopica
15.35158
4531
69558
Achaeus Trag.
15.35484
31
476
[Butherus] Phil.
15.36364
11
169
Callinus Eleg.
15.36364
11
169
Zenobius Sophista [Paroemiogr.]
15.37406
1334
20509
Ezechiel Trag.
15.38889
108
1662
Scholia In Pindarum
15.4096
19336
297960
Martyrium Carpi, Papyli Et Agathonicae
15.46875
64
990
[Palaephatus] Myth.
15.49501
501
7763
Mimnermus Trag.
15.5
2
31
Xenocles Trag.
15.5
2
31
Pratinas Trag.
15.5
18
279
Theognis Hist.
15.5
10
155
Hierophilus Phil. et Soph.
15.525
280
4347
Dinon Hist.
15.54472
123
1912
Publius Rutilius Rufus Hist.
15.59091
22
343
Scamon Hist.
15.65854
41
642
Autocrates Hist.
15.66667
3
47
Chamaeleon Phil.
15.70455
264
4146
Dionis Epistulae
15.70588
17
267
Asclepiades Epigr.
15.71717
99
1556
Vita Et Sententiae Secundi
15.71818
110
1729
Thrasyllus Hist.
15.73469
49
771
Philodamus Lyr.
15.75
32
504
Nautarum Cantiunculae
15.75
4
63
[Theano] Phil.
15.77049
122
1924
Semus Gramm.
15.78873
71
1121
Anacharsidis Epistulae
15.8
85
1343
Maeandrius Hist.
15.81356
59
933
Evangelium Mariae
15.81818
11
174
Stesimbrotus Hist.
15.82105
95
1503
Olympiodorus Diaconus Scr. Eccl.
15.82577
8202
129803
Dosiadas Hist.
15.82759
29
459
Palladius Med.
15.82863
3577
56619
Arcesilai Epistula
15.83333
6
95
Myronianus Hist.
15.85714
14
222
Demetrius Rhet.
15.86614
127
2015
Scholia In Hesiodum
15.87333
10910
173178
Dionysius Soph.
15.87407
270
4286
Timolaus Hist.
15.875
8
127
Eumelus Epic.
15.8875
80
1271
Marcellus Hist.
15.88889
9
143
Dionysius Thrax Gramm.
15.90408
417
6632
Valerius Babrius Scr. Fab.
15.90588
680
10816
Persaeus Phil.
15.91803
122
1942
Anonymi Paradoxographi
15.92195
205
3264
Strattis Comic.
15.93496
123
1960
Vitae Pindari Et Varia De Pindaro
15.94681
94
1499
Menestor Phil.
15.96774
31
495
Patrocles Trag.
16
3
48
Oedipodea
16
1
16
Biotus Trag.
16
1
16
Damon Hist.
16
4
64
Alcmaeonis
16
3
48
Zenothemis Geogr.
16
1
16
Semonides Eleg. et Iamb.
16.02778
72
1154
Mimnermus Eleg.
16.04286
70
1123
Aristocles Phil.
16.08766
559
8993
Myrsilus Hist.
16.11224
98
1579
Callinicus Soph.
16.11765
34
548
Hesiodus Epic.
16.13158
1786
28811
Etymologicum Parvum
16.13728
743
11990
Ephorus Hist.
16.15251
1436
23195
Posidonius Hist.
16.17647
17
275
Democritus Hist.
16.18182
11
178
Anaximenis Milesii Epistulae
16.2
10
162
Nicander Hist.
16.2
5
81
Scholia In Dionysium Periegetam
16.22589
1182
19179
Abydenus Hist.
16.24219
128
2079
Aratus Hist.
16.24324
37
601
Carmen Naupactium
16.25
4
65
Scythinus Poet. Phil.
16.25
16
260
Lobo Poeta
16.25532
47
764
Dius Phil.
16.27778
18
293
Photius Lexicogr., Scr. Eccl. et Theol.
16.31201
35614
580936
Theophilus Protospatharius, Damascius et Stephanus Atheniensis Med.
16.32945
4295
70135
Amasis Epistulae
16.33333
12
196
Pausaniae I Et Xerxis Epistulae
16.33333
9
147
Hippocrates Math.
16.36735
49
802
Apocalypsis Baruch
16.36869
198
3241
Scholia In Aratum
16.3865
3956
64825
Heliodorus Perieg.
16.4
15
246
Demetrius Hist.
16.41379
29
476
Pyrrhus Hist.
16.41667
12
197
[Eccelus] Phil.
16.41667
12
197
Crito Phil.
16.44444
9
148
Fragmenta Alchemica
16.47361
2122
34957
Gaius Scr. Eccl.
16.47619
63
1038
Hippiatrica
16.48283
8883
146417
Domitius Callistratus Hist.
16.52083
48
793
Anacreontea
16.53165
237
3918
Martyrium Agapae, Irenae, Chionae Et Sodalium
16.58333
108
1791
Anonymus Epicureus Phil.
16.60164
487
8085
Scythinus Epigr.
16.66667
6
100
Lycophronides Lyr.
16.66667
3
50
Callisthenes Hist.
16.68515
559
9327
Hieronymus Phil.
16.6875
160
2670
Erasistratus Med.
16.74384
1218
20394
Seniores Alexandrini Scr. Eccl.
16.75
100
1675
Nicolaus Comic.
16.75758
33
553
Eudemus Phil.
16.88351
1219
20581
Zenodorus Gramm.
16.89041
73
1233
Phylarchus Hist.
16.90335
507
8570
Ilias Parva
16.90476
21
355
[Sthenidas] Phil.
16.91667
12
203
Cornelius Alexander Polyhist.
16.9169
722
12214
Anonymi Medici Med.
16.93208
2503
42381
Aristocritus Hist.
16.94595
37
627
Dioscorus Poeta
16.98636
220
3737
Autocrates Comic.
17
5
85
Cleobulus Epigr. et Lyr.
17
7
119
Praxilla Lyr.
17
4
68
Dinolochus Comic.
17
2
34
Athenaeus Soph.
17.01903
24176
411452
Anthologia GraecaAG
17.09074
8144
139187
Neanthes Hist.
17.125
152
2603
Anonymi Exegesis In Hesiodi Theogoniam
17.13804
652
11174
Pisistrati Epistula
17.16667
12
206
Moses Alchem.
17.16742
221
3794
Molpis Hist.
17.2
10
172
Scholia In Clementem Alexandrinum
17.2423
714
12311
Michael Apostolius Paroemiogr.
17.25443
3160
54524
Scholia In Isocratem
17.29747
316
5466
Joannes Med.
17.39709
481
8368
Timotheus Comic.
17.4
5
87
Critias Eleg., Phil. et Trag.
17.40898
423
7364
Bruti Epistulae
17.41096
219
3813
Dionysius Scr. Eccl.
17.44444
36
628
[Pempelus] Phil.
17.46154
13
227
Parodica Anonyma
17.47826
23
402
Dexicrates Comic.
17.5
2
35
Anonymi Curetum Hymnus
17.5
12
210
Paradoxographus Vaticanus
17.58889
90
1583
Cyrillus Scr. Eccl.
17.60358
5257
92542
Horapollo Gramm.
17.62675
501
8831
Aristophanes Gramm.
17.63886
2733
48207
Gaius Acilius Hist. et Phil.
17.64706
34
600
Hegesippus Hist.
17.65714
35
618
Timagenes Hist.
17.67391
46
813
Sosicrates Hist.
17.70175
57
1009
Panyassis Epic.
17.7451
51
905
Chariton Scr. Erot.
17.77941
1972
35061
Prodicus Soph.
17.78191
188
3343
Colluthus Epic.
17.78788
132
2348
Julius Pollux Gramm.
17.83968
6961
124182
Quintus Epic.
17.85362
3484
62202
[Lysis] Phil.
17.85366
41
732
Scolia Alphabetica
17.86364
22
393
Anonymus De Plantis Aegyptiis
17.875
8
143
Bion Math. et Phil.
17.875
8
143
Barnabae Epistula
17.88432
389
6957
Apocalypsis Esdrae
17.88889
153
2737
Alexis Hist.
17.90909
11
197
Dialexeis ($1*DISSOI\ LO/GOI)
17.93137
204
3658
Hermippus Gramm. et Hist.
17.95778
379
6806
Dictys Hist.
17.96279
215
3862
Carystius Hist.
18
52
936
Apocalypsis Sophoniae
18
3
54
Amelesagoras Hist.
18
11
198
Valentinus Gnost.
18
2
36
Ammonius Epigr.
18
2
36
Naumachius Epic.
18
29
522
Praecepta Salubria
18.08824
34
615
Lesbonax Gramm.
18.12281
171
3099
Iamblichus Scr. Erot.
18.14679
218
3956
Scholia In Thucydidem
18.17901
5603
101857
Diotimus Epic.
18.21053
19
346
Critolaus Phil.
18.21951
82
1494
Demochares Hist. et Orat.
18.22727
22
401
Tryphon II Gramm.
18.23438
128
2334
Attalus Astron. et Math.
18.24749
299
5456
Heraclides Hist.
18.26415
53
968
[Aristaeus] Phil.
18.27778
18
329
Theognis Eleg.
18.28136
558
10201
Maximus Theol.
18.29545
176
3220
Nicaenetus Epic.
18.3
20
366
Praxagoras Hist.
18.31034
29
531
Periplus Ponti Euxini
18.32026
306
5606
Joannes Damascenus Scr. Eccl. et Theol.John of Damascus
18.42615
34988
644694
Polycharmus Hist.
18.43478
23
424
Theodoretus Scr. Eccl. et Theol.
18.4521
70746
1305412
Vitae Dionysii Periegetae
18.48936
47
869
Pythagoristae (D-K) Phil.
18.49544
767
14186
Carmina Convivialia (PMG)
18.5
34
629
Procopius Rhet. et Scr. Eccl.
18.50784
13705
253650
Aristaenetus Epist.
18.51397
823
15237
Scholia In Demosthenem
18.51466
9791
181277
Teles Phil.
18.51497
334
6184
Polyaenus Rhet.
18.52891
4203
77877
Joannes Argyropulus Gramm.
18.54167
24
445
Vitae Prophetarum
18.54231
780
14463
Diogenis Sinopensis Epistulae
18.54564
482
8939
Anatolius Math. et Phil.
18.5461
141
2615
Clearchus Phil.
18.58919
555
10317
Apollonius Scr. Eccl.
18.60526
38
707
Diogenes Laertius Biogr.
18.61178
6164
114723
Didymus Scriptor De Mensuris
18.64789
71
1324
Antiochus Hist.
18.65217
69
1287
Bolus Med. et Phil.
18.66052
271
5057
Demonicus Comic.
18.66667
3
56
Cratetis Epistulae
18.67073
164
3062
Elegiaca Adespota (CA)
18.7
10
187
Myron Hist.
18.71429
7
131
Hedylus Epigr.
18.72727
11
206
Achilles Tatius Scr. Erot.
18.7489
2282
42785
Nicias Hist.
18.75
4
75
Andreas Hist.
18.75
4
75
Antonini Pii Imperatoris Epistula
18.76923
13
244
Archestratus Parodius
18.77866
253
4751
Alciphron Rhet. et Soph.
18.78606
1047
19669
Diophantus Math.
18.7922
2950
55437
Monodia
18.8
5
94
Pamphila Hist.
18.8
25
470
Asius Eleg. et Epic.
18.83333
6
113
Leo Phil.
18.86784
908
17132
Timocreon Lyr.
18.90909
11
208
Periplus Hannonis
18.94286
35
663
Cleaenetus Trag.
19
1
19
Philostephanus Comic.
19
3
57
Athenaeus Epigr.
19
7
133
Acta Scillitanorum Martyrum
19
35
665
Adrianus Rhet. et Soph.
19
15
285
Dorieus Poeta
19
3
57
Telestes Lyr.
19
7
133
Hermolochus Lyr.
19
2
38
Pseudo-Hippocrates Med.
19.02653
377
7173
Charon Hist.
19.03509
57
1085
Beros(s)us Astrol. et Hist.
19.04029
273
5198
Clidemus Phil.
19.05882
17
324
Choliambica Adespota (ALG)
19.06667
30
572
Nicephorus Blemmydes Alchem.
19.06667
75
1430
Heraclides Ponticus Phil.
19.08471
543
10363
Bato Hist. et Rhet.
19.11765
34
650
Scholia In Pausaniam
19.13953
43
823
Marcianus Geogr.
19.14153
756
14471
Lucius Cincius Alimentus Hist.
19.16667
18
345
Theodorus Scutariota Hist.
19.17899
257
4929
Hieronymus Hist.
19.2037
54
1037
[1Isis Prophetissa] Alchem.
19.20833
72
1383
Anonymus Discipulus Isidori Milesii Mech.
19.27972
143
2757
Athenodorus Phil.
19.28571
28
540
Georgius Syncellus Chronogr.
19.30516
6223
120136
Melito Apol.
19.3119
311
6006
Antenor Hist.
19.33333
6
116
Theocritus Soph.
19.33333
3
58
Dionysius Chalcus Eleg.
19.375
8
155
Possis Hist.
19.4
5
97
Damippus Phil.
19.40741
27
524
Publius Aelius Phlegon Paradox.
19.45761
802
15605
Theophylactus Simocatta Epist. et Hist.
19.46436
4068
79181
Joannes Protospatharius Gramm.
19.47619
189
3681
Cratippus Hist.
19.47619
21
409
Archelaus Paradox.
19.5
6
117
Jusjurandum Medicum
19.5
4
78
Vita Sophoclis
19.54902
51
997
Demetrii Phalerei Epistula
19.55556
9
176
Pseudo-Polemon
19.56589
387
7572
Antiphon Orat.
19.57568
1143
22375
Tiberius Rhet.
19.59036
249
4878
Theodoridas Epigr.
19.6
30
588
[Ecphantus] Phil.
19.62353
85
1668
Ephraem Syrus Theol.
19.64695
21878
429836
Panarces Scriptor Aenigmatum
19.66667
3
59
Straton Phil.
19.69727
403
7938
Sphaerus Phil.
19.71429
35
690
[1Charondas Nomographus] [Phil.]
19.72727
44
868
Stesiclides Hist.
19.75
4
79
Fragmentum Teliambicum
19.75
4
79
Harmodius Hist.
19.77273
22
435
Dositheus Magister Gramm.
19.77535
779
15405
Nicias Epigr.
19.8
10
198
Vitae Hesiodi Particula
19.81818
22
436
Aphthonius Rhet.
19.84444
405
8037
Scholia In Lycophronem
19.8777
5274
104835
Cassius Iatrosophista Med.
19.88
350
6958
Heron Mech.
19.90353
8075
160721
Libanius Rhet. et Soph.
19.92132
38981
776553
Pseudo-Codinus Hist.
19.97316
2608
52090
Damon et Phintias Phil.
20
8
160
Liber Jannes Et Jambres
20
1
20
Neoptolemus Gramm.
20
2
40
Pyrgion Hist.
20
5
100
Hegemon Parodius
20
9
180
Pseudo-Apollodorus Myth.
20.01312
1372
27458
Stephanus Alchem.
20.07674
834
16744
Gregorius Nazianzenus Theol.
20.0782
19975
401062
Xenophontis Epistulae
20.08621
58
1165
Timaeus Hist.
20.09637
1349
27110
Titanomachia
20.14286
7
141
Ergias Hist.
20.17647
17
343
Catenae (Novum Testamentum)
20.24919
51446
1041740
Alexandri Magni Epistulae
20.25
20
405
Testamentum Salomonis
20.28741
1009
20470
[Eurytus] Phil.
20.29167
24
487
Menippus Phil.
20.33333
3
61
Hermesianax Eleg.
20.34146
41
834
Michael Glycas Astrol. et Hist.
20.35031
5695
115895
Hermas Scr. Eccl.Pastor Hermae
20.37218
1373
27971
Antoninus Liberalis Myth.
20.37228
505
10288
Achilles Tatius Astron.
20.3852
662
13495
Aretaeus Med.
20.39904
2506
51120
Bion Bucol.
20.4
90
1836
Gnomologium Vaticanum
20.4201
607
12395
Didache XII Apostolorum
20.42857
112
2288
Moero Epic.
20.44444
9
184
Lycurgus Orat.
20.4446
704
14393
Martyrium Cononis
20.48936
47
963
Moschus Bucol.
20.52717
184
3777
Leontius Scr. Eccl.
20.56196
1614
33187
Pseudo-Archytas Phil.
20.56378
635
13058
Iambica Adespota (ALG)
20.59091
22
453
Lexicon Rhetoricum Cantabrigiense
20.60123
163
3358
Isidorus Scriptor Hymnorum
20.63043
46
949
Prolegomena De Comoedia
20.63602
261
5386
Simylus Eleg.
20.66667
3
62
Ptolemaeus Hist.
20.66667
9
186
Sosigenes Phil.
20.66667
3
62
Aristias Trag.
20.66667
3
62
Melissus Phil.
20.68421
228
4716
Simon Scriptor De Re Equestri
20.68571
35
724
Aristodemus Hist.
20.75159
157
3258
Pseudo-Plutarchus
20.76527
1555
32290
Ctesias Hist. et Med.
20.76619
1544
32063
Eudocia Augusta Poeta
20.77004
474
9845
Historia Monachorum In Aegypto
20.7787
967
20093
Olympiodorus Alchem.
20.781
379
7876
Numenius Phil.
20.78514
498
10351
Antigonus Paradox.
20.83692
325
6772
Heraclides Gramm.
20.83929
616
12837
Callixenus Hist.
20.85981
214
4464
Historia Alexandri Magni
20.87765
17336
361935
Aristides Apol.
20.90419
167
3491
[Metopus] Phil.
20.91304
69
1443
Scholia In Euclidem
20.97625
7832
164286
Hermias Apol.
20.98864
88
1847
Thrasyalces Phil.
21
6
126
Joannes Laurentius Lydus Hist.
21.01401
3998
84014
Martyrium Ptolemaei Et Lucii
21.04167
24
505
Vitae Arati Et Varia De Arato
21.06061
627
13205
Marcus Aurelius Antoninus Imperator Phil.
21.06143
1400
29486
[Perictione] Phil.
21.10714
56
1182
Anonymus Manichaeus Biogr.
21.11871
497
10496
Silenus Hist.
21.13043
23
486
Basilius Scr. Eccl.
21.14824
5491
116125
Maximus Astrol.
21.15436
298
6304
Lexicon $1AI(MWDEI=N
21.17391
299
6331
Pseudo-Auctores Hellenistae (PsVTGr)
21.184
125
2648
Iamblichus Alchem.
21.2
50
1060
Damianus Scriptor De Opticis
21.2
95
2014
[Callicratidas] Phil.
21.21667
60
1273
Isyllus Lyr.
21.23077
26
552
Dioscurides Hist.
21.32353
68
1450
Hermonax Epic.
21.33333
3
64
[Aristombrotus] Phil.
21.33333
6
128
Crateuas Med.
21.34783
23
491
Aglai+s Poet. Med.
21.38889
18
385
Paraleipomena Jeremiou
21.39796
196
4194
Apollonius Paradox.
21.42727
110
2357
Anonymi Historici (FGrH)
21.44988
838
17975
Severus Soph.
21.45652
92
1974
Stephanus Med. et Phil.
21.45849
4011
86070
Socrates Hist.
21.47059
17
365
Herodes Atticus Soph.
21.48276
87
1869
Teucer Astrol.
21.4841
283
6080
Hipponax Iamb.
21.49524
105
2257
Philo Med.
21.5
8
172
Evangelium Petri
21.50909
55
1183
Claudius Aelianus Soph.
21.56441
7344
158369
Phaedimus Epigr.
21.57143
7
151
Evagrius Scr. Eccl.
21.57478
3577
77173
Timon Phil.
21.58
50
1079
Certamen Homeri Et Hesiodi
21.61475
122
2637
Acta Philippi
21.64608
1198
25932
Hephaestion Gramm.
21.64718
496
10737
Aristoxenus Mus.
21.66875
1280
27736
Hesychius Scr. Eccl.
21.76467
1755
38197
Evangelium Bartholomaei
21.78595
299
6514
Timaeus Phil.
21.78704
216
4706
Archigenes Med.
21.81651
327
7134
Joannes Chrysostomus Scr. Eccl.John Chrysostom
21.8355
186086
4063280
[Phintys] Phil.
21.85294
34
743
Paradoxographus Palatinus
21.85714
28
612
Biton Mech.
21.86486
111
2427
Mesomedes Lyr.
21.86667
45
984
Hesychius Illustrius Hist.
21.87009
585
12794
Phaenias Phil.
21.8773
163
3566
Physiologus
21.94947
475
10426
Parmeno Iamb.
22
3
66
Timesitheus Trag.
22
1
22
Praelusio Mimi
22
3
66
Porphyrius Phil.
22.04943
15396
339473
Aeschines Socraticus Phil.
22.05641
195
4301
Eusebius Scr. Eccl.
22.07407
81
1788
Pseudo-Ptolemaeus
22.08871
124
2739
Scholia In Aristotelem
22.11111
1359
30049
Idaeus Phil.
22.11111
18
398
Polycrates Scr. Eccl.
22.13333
15
332
Testamenta XII Patriarcharum
22.1474
943
20885
[Onatas] Phil.
22.18182
22
488
Melanippides Lyr.
22.2
5
111
Crito Comic.
22.2
5
111
Lysias Orat.
22.2392
2918
64894
Joannes Chortasmenus Phil.
22.24444
45
1001
Theodosius Gramm.
22.24829
3371
74999
Sallustius Phil.
22.25926
243
5409
Vita Adam Et Evae
22.29208
202
4503
Speusippus Phil.
22.33453
559
12485
Eutropius Hist.
22.36094
1111
24843
Phalaridis Epistulae
22.39497
795
17804
[Melissa] Phil.
22.4
10
224
Christodorus Epic.
22.43307
127
2849
Phanocles Eleg.
22.44444
9
202
Anonymi In Aristotelis Librum De Interpretatione Phil.
22.46735
873
19614
Nicolaus Hist.
22.5219
1598
35990
Machon Comic.
22.53191
141
3177
Ephraem Scr. Eccl.
22.61386
101
2284
Hegesander Hist.
22.64029
139
3147
Arius Didymus Doxogr.
22.64157
1275
28868
[Hippodamus] Phil.
22.64626
147
3329
Symeon Logothetes Hist.
22.65882
2635
59706
Pancrates Epigr.
22.66667
6
136
Artemidorus Onir.
22.67424
2861
64871
Joannes Antiochenus Hist.
22.71458
1962
44566
Cleonides Mus.
22.74691
162
3685
Demonax Phil.
22.75556
90
2048
Pseudo-Mauricius Tact.
22.76527
2079
47329
Socraticorum Epistulae
22.76692
266
6056
Athanis Hist.
22.76923
13
296
Chaeremon Hist. et Phil.
22.77027
74
1685
Eunapius Hist. et Soph.
22.79274
1626
37061
Novum TestamentumNew Testament
22.80315
6355
144914
Aratus Astron. et Epic.
22.82857
385
8789
Marcus Antonius Polemon Soph.
22.8764
267
6108
Alexander Lyr. et Trag.
22.89286
28
641
Sotion [Paradox.]
22.96364
55
1263
Dexippus Phil.
22.97347
980
22514
Iliu Persis
23
4
92
Evangelium Evae
23
6
138
Agathyllus Eleg.
23
1
23
Aristoteles Phil. et Corpus AristotelicumAristotle
23.01333
46954
1080568
Paradoxographus Florentinus
23.01887
53
1220
Sextus Julius Africanus Hist.
23.06099
705
16258
Matron Parodius
23.06897
87
2007
Oenomaus Phil.
23.07989
363
8378
Parthenius Myth.
23.14497
338
7823
Procopius Hist.
23.1477
12708
294161
Batrachomyomachia
23.15957
94
2177
Lucianus Soph.
23.16938
12174
282064
Orphica
23.19568
1620
37577
Basilius Theol.
23.20093
30683
711874
Epistula Ad Diognetum
23.22222
117
2717
Stephanus Phil.
23.2345
1113
25860
Zosimus Alchem.
23.23668
1576
36621
Euthydemus Med.
23.25
4
93
Joannes Cinnamus Gramm. et Hist.
23.25169
2666
61989
Anonymus Photii Phil.
23.27907
86
2002
Favorinus Phil. et Rhet.
23.32481
665
15511
[Theages] Phil.
23.32653
49
1143
Simylus Iamb.
23.33333
15
350
Anonymus De Viribus Herbarum
23.33898
59
1377
Aristobulus Judaeus Phil.
23.35106
94
2195
Marcus Cornelius Fronto Rhet.
23.43791
153
3586
Didymus Caecus Scr. Eccl.Didymus the Blind
23.44184
31928
748451
Pamprepius Epic.
23.44928
69
1618
Tatianus Apol.
23.46309
447
10488
Acta Et Martyrium Apollonii
23.48101
79
1855
Creophylus Hist.
23.5
6
141
Boethus Epigr.
23.5
2
47
Chionis Epistulae
23.50732
205
4819
Antonius Hagiographus Scr. Eccl.
23.5124
242
5690
Barlaam Math., Theol. et Epist.
23.52083
144
3387
Joel Chronogr.
23.52886
537
12635
Pseudo-Lucianus Soph.
23.54105
1486
34982
Athanasius Theol.
23.56293
31480
741761
Andron Hist.
23.6
5
118
Poliochus Comic.
23.6
5
118
Ammonius Scr. Eccl.
23.61506
943
22269
Anaximenes Hist. et Rhet.
23.62404
1040
24569
Aeschrion Lyr.
23.625
8
189
Liber Jubilaeorum
23.63846
130
3073
Diodorus Rhet.
23.64516
31
733
Apocalypsis Sedrach
23.66
100
2366
Joannes Gramm. et Theol.
23.68133
750
17761
Joannes Zonaras Gramm. et Hist.
23.69358
14653
347182
Clemens Romanus Theol. et Clementina
23.72901
6170
146408
Ae+tius Med.
23.73897
16822
399337
Anonymus Seguerianus Rhet.
23.74074
378
8974
Joannes Theol.
23.75176
427
10142
Pseudo-Justinus Martyr
23.75455
3903
92714
Galenus Med.
23.75823
106880
2539280
Theophilus Apol.
23.76663
917
21794
Palladius Scr. Eccl.
23.77249
3024
71888
Iambica Adespota (IEG)
23.78947
19
452
Diodorus Comic.
23.80769
26
619
Pseudo-Symeon Hist.
23.81096
1296
30859
Cyrillus Theol.
23.81749
90260
2149767
Martyrium Marini
23.81818
11
262
Marci Aurelii Epistula
23.83333
18
429
Aristeae Epistula
23.86306
555
13244
Protagorides Hist.
23.875
8
191
Joannes Actuarius Med.
23.93076
4578
109555
Cypria
23.93333
15
359
Anonymus Alexandri Phil.
23.975
40
959
Synesius Phil.
23.98005
3809
91340
Paulus Silentiarius Poeta
23.98827
341
8180
Martyrium Polycarpi
23.99107
112
2687
Python Trag.
24
5
120
Arethas Philol. et Scr. Eccl.
24.02353
170
4084
Eusebius Phil.
24.05426
129
3103
Geminus Astron.
24.07474
950
22871
Josephus Et Aseneth
24.07865
356
8572
Vitae Homeri
24.1137
1328
32023
Theophrastus Phil.
24.12147
9064
218637
Oracula Sibyllina
24.13462
1248
30120
Severianus Scr. Eccl.
24.13757
2864
69130
Vitae Oppiani
24.14583
48
1159
Apollodorus Mech.
24.15833
240
5798
Triphiodorus Epic. et Gramm.
24.1875
176
4257
Lycophron Trag.
24.19243
317
7669
Commentaria In Dionysii Thracis Artem Grammaticam
24.20216
8711
210825
Joannes Gramm. et Poeta
24.21659
217
5255
Anonymi In Aristotelis Sophisticos Elenchos Phil.
24.22553
2350
56930
Florilegium Cyrillianum
24.23404
1034
25058
Cephalion Hist. et Rhet.
24.27642
123
2986
Aristonous Lyr.
24.3
10
243
Acta Joannis
24.34309
615
14971
Athenaeus Mech.
24.34932
146
3555
Hippolytus Scr. Eccl.
24.36294
7522
183258
Xenophon Hist.
24.40149
12984
316829
Theodotus Judaeus Epic.
24.42857
14
342
Georgius Monachus Continuatus
24.44308
1221
29845
Carmen Astrologicum
24.5
4
98
Georgius Peccator Poeta
24.5
2
49
Pelagius Alchem.
24.52703
74
1815
Publius Herennius Dexippus Hist.
24.54114
316
7755
Paulus Med.
24.54343
8220
201747
Anonymus Diodori Phil.
24.54545
66
1620
Agathemerus Geogr.
24.54878
82
2013
Acta Petri
24.56311
103
2530
Andocides Orat.
24.58011
724
17796
Manuel Philes Poeta et Scr. Rerum Nat.
24.60505
5664
139363
Corpus Hermeticum
24.62484
1554
38267
Andriscus Hist.
24.65217
23
567
Anonymi Geographia In Sphaera Intelligenda
24.65823
79
1948
Mace(donius) Lyr.
24.66667
6
148
[Hermes] Alchem.
24.66667
3
74
Philo Judaeus Senior Epic.
24.66667
6
148
Georgius Cedrenus Chronogr.
24.7016
11910
294196
Adamantius Judaeus Med.
24.70647
695
17171
[Demetrius] Rhet.
24.74801
627
15517
Martyrium Dasii
24.81818
44
1092
Theophanes Hist.
24.82759
29
720
Euclides Geom.
24.83441
10230
254056
Marcellinus I Med.
24.845
200
4969
Apollonius Dyscolus Gramm.
24.88319
5111
127178
Choricius Rhet. et Soph.
24.91638
4006
99815
Cassius Dio Hist.Dio Cassius
24.98885
22327
557926
[Polyidus] Trag.
25
1
25
Apocalypsis Joannis
25
254
6350
Pseudo-Scymnus Geogr.
25.05782
294
7367
Theodorus Studites Scr. Eccl. et Theol.
25.09425
8912
223640
Quintus Fabius Pictor Hist.
25.09827
173
4342
Phoebammon Soph.
25.10484
124
3113
Marcus Diaconus Scr. Eccl.
25.20317
630
15878
Longus Scr. Erot.
25.20519
809
20391
Doctrina Patrum
25.21938
2539
64032
Marinus Phil.
25.23529
102
2574
Aeneas Phil. et Rhet.
25.31445
706
17872
Flavius Arrianus Hist. et Phil.
25.31578
5659
143262
Thespis Trag.
25.33333
3
76
Liber Enoch
25.34813
428
10849
Callinicus Biogr.
25.36353
839
21280
Amphilochius Scr. Eccl.
25.41386
1602
40713
Bucolicum
25.41667
12
305
[Diotogenes] Phil.
25.42424
66
1678
Philo Paradox.
25.45
60
1527
Plotinus Phil.
25.45013
8422
214341
Heraclides Criticus Perieg.
25.45872
109
2775
Anonymi In Aristotelis Librum Alterum Analyticorum Posteriorum Commentarium
25.47133
715
18212
Eparchides Hist.
25.5
6
153
Claudius Casilon Gramm.
25.5
14
357
Polybius Rhet.
25.56923
65
1662
Septuaginta
25.65787
25151
645321
Asterius Sophista Scr. Eccl.
25.71154
2548
65513
Gorgias Hist.
25.71429
7
180
Olympiodorus Phil.
25.79687
11879
306441
Patria Constantinopoleos
25.79705
542
13982
Diodorus Siculus Hist.
25.80337
18146
468228
Posidonius Phil.
25.86209
5482
141776
Acta Barnabae
25.86905
84
2173
Cleomedes Astron.
25.88424
933
24150
Valerius Apsines Rhet.
25.89862
799
20693
Damascius Phil.
25.92853
11921
309094
Anonymus Londinensis Med.
25.96849
476
12361
Ignatius Scr. Eccl.
25.96919
1071
27813
Menodotus Hist.
25.97297
37
961
Socratis Epistulae
25.97414
116
3013
Nemesius Theol.
25.98107
1426
37049
Constantinus Manasses Hist. et Poeta
25.98759
1692
43971
Dorotheus Astrol.
25.99369
1109
28827
Arrianus Epic.
26
1
26
Alexander Scr. Eccl.
26.11401
728
19011
Aeneas Tact.
26.13333
540
14112
Ptolemaeus VIII Euergetes II [Hist.]
26.13889
36
941
Dioscorides Pedanius Med.
26.16245
5257
137536
Tyrtaeus Eleg.
26.18182
77
2016
Clemens Alexandrinus Theol.
26.2605
10334
271376
Heliodorus Trag.
26.27273
11
289
Tragica Adespota
26.32133
722
19004
Philinus Hist.
26.375
32
844
Dio Chrysostomus Soph.
26.3952
6827
180200
Evagrius Scholasticus Scr. Eccl.
26.40664
2078
54873
Joannes Malalas Chronogr.
26.41495
3586
94724
Encomium Ducis Thebaidos
26.42857
7
185
Pausanias Hist.
26.44444
63
1666
Martyrium Potamiaenae Et Basilidis
26.46667
15
397
Hyperochus Hist.
26.5
6
159
Georgius Acropolites Hist.
26.50016
3123
82760
Oribasius Med.
26.54415
19164
508692
Epiphanius Scr. Eccl.
26.55623
16896
448694
Philostorgius Scr. Eccl.
26.59078
1085
28851
Laonicus Chalcocondyles Hist.
26.59771
3930
104529
Antiochi Regis Epistulae
26.61111
18
479
Harpocrationis Epistula
26.64103
39
1039
Ephraem Hist. et Poeta
26.64437
2033
54168
Democles Hist.
26.66667
3
80
Cassius Longinus Phil. et Rhet.
26.68881
286
7633
Marcellinus Biogr.
26.73109
119
3181
Menophilus Poeta
26.75
4
107
Anonymi Geographiae Expositio Compendiaria
26.7625
160
4282
Scholia In Nicandrum
26.78831
2225
59604
Demosthenes Orat.
26.80856
11121
298138
Ptolemaei II Philadelphi Et Eleazari Epistulae
26.8125
16
429
Nicephorus I Scr. Eccl., Hist. et Theol.
26.8326
3847
103225
Philippus II Rex Macedonum [Epist.]
26.89535
86
2313
Archilochus Eleg. et Iamb.
26.91837
147
3957
Asclepius Phil.
26.92969
7794
209890
Didymus Gramm.
26.93165
278
7487
Apollonius Geom.
26.94317
2270
61161
Crantor Phil.
26.95
60
1617
Acta Pauli
27.00278
360
9721
Constitutiones Apostolorum
27.01017
2556
69038
Martyrium Ignatii
27.02299
174
4702
Vitae Aristotelis
27.03158
95
2568
Joannes Scylitzes Hist.
27.06402
4592
124278
[Euryphamus] Phil.
27.07407
27
731
Theophilus Protospatharius et Stephanus Atheniensis Med.
27.08333
456
12350
Anonymi In Aristotelis Ethica Nicomachea Phil.
27.11181
6359
172404
Platonius Gramm.
27.125
32
868
Ulpianus Gramm. et Rhet.
27.19205
151
4106
Hypsicles Astron. et Math.
27.2
205
5576
Herodotus Hist.
27.24157
6847
186523
Rhetorica Anonyma
27.32561
2503
68396
Aspasius Phil.
27.35444
2590
70848
Homerus Epic.Homer
27.38812
7423
203302
Acta Thomae
27.41717
1316
36081
Salmanas Alchem.
27.47059
34
934
Georgius Choeroboscus Gramm.
27.48071
13247
364037
Alexander Rhet. et Soph.
27.49833
299
8222
Sextus Empiricus Phil.
27.50528
7382
203044
Alexander Theol.
27.52015
273
7513
Constantinus VII Porphyrogenitus Imperator Hist.
27.5363
28089
773467
Scriptor Incertus De Leone Armenio Hist.
27.6009
223
6155
Aelianus Tact.
27.63912
363
10033
[Aresas] Phil.
27.68421
19
526
Severus Iatrosophista Med.
27.6997
333
9224
Memnon Hist.
27.72208
403
11172
Comica Adespota (CGFPR)
27.72577
423
11728
Hymni Anonymi
27.75135
185
5134
Zeno Hist.
27.75439
114
3164
Dionysius Scytobrachion Gramm.
27.75663
415
11519
Xenophon Scr. Erot.
27.76105
611
16962
Phoenix Iamb.
27.76471
17
472
Serenus Geom.
27.79487
1170
32520
[Homerus] [Epic.]
27.8
5
139
[Hipparchus] Phil.
27.81818
22
612
Vettius Valens Astrol.
27.82884
3891
108282
Papias Scr. Eccl.
27.83051
59
1642
Sositheus Trag.
27.83333
6
167
Isaeus Orat.
27.841
1195
33270
Eustathius Scr. Eccl. et Theol.
27.85755
1397
38917
Anonymus De Scientia Politica Hist.
27.91787
414
11558
Origenes Theol.
27.94824
40204
1123631
Hierocles Phil.
27.95117
942
26330
Epica Incerta (CA)
28
2
56
Georgius Monachus Chronogr.
28.00934
12743
356923
Scylitzes Continuatus
28.04216
759
21284
Anna Comnena Hist.
28.04513
5252
147293
Themistoclis Epistulae
28.0459
305
8554
Asterius Scr. Eccl.
28.05297
1567
43959
Philostratus Junior Soph.
28.09302
258
7248
Theophilus Protospatharius Med.
28.12217
1637
46036
Joannes Rhet.
28.14035
57
1604
Callippus Hist.
28.14286
7
197
Mithridatis Epistula
28.16667
12
338
Philumenus Med.
28.18263
334
9413
Anonymi Grammatici Gramm.
28.18705
278
7836
Gaius Musonius Rufus Phil.
28.19906
638
17991
Anonymus De Philosophia Platonica Phil.
28.21846
325
9171
Sophronius Gramm.
28.23927
769
21716
Aelius Aristides Rhet.
28.31789
11400
322824
Gregorius Thaumaturgus Scr. Eccl.
28.33597
884
25049
Anonymi Commentarius In Platonis Theaetetum
28.35372
376
10661
Appianus Hist.
28.40378
8039
228338
Socrates Scholasticus Hist.
28.44964
3594
102248
Stephanus Gramm.
28.46238
731
20806
Theodosius Diaconus Hist. et Poeta
28.53991
213
6079
Hymni HomericiHomeric Hymns
28.59083
567
16211
Joannes Philoponus Phil.
28.59485
49041
1402320
Menander Protector Hist.
28.61485
1010
28901
Rufus Med.
28.64151
795
22770
Irenaeus Theol.
28.68764
1335
38298
Agaclytus Hist.
28.71429
7
201
Anonyma De Musica Scripta Bellermanniana
28.73939
165
4742
Passio Perpetuae Et Felicitatis
28.7554
139
3997
Apollodorus Hist.
28.8
15
432
Ducas Hist.
28.82828
2376
68496
Solon Nomographus et Poeta
28.84375
64
1846
Pindarus Lyr.
28.85118
1055
30438
Minyas
28.875
8
231
Testamentum Jobi
28.92593
243
7029
Theodorus Scr. Eccl.
28.93051
921
26645
Salaminius Hermias Sozomenus Scr. Eccl.
28.96632
3741
108363
Diodorus Scr. Eccl.
28.99645
282
8177
Homerica
29
1
29
Diogenes Trag.
29
2
58
[aleucus Nomographus] [Phil.]
29.08333
24
698
Pytheas Perieg.
29.12
125
3640
Philostratus Major Soph.
29.17254
794
23163
Atticus Phil.
29.20603
199
5812
Heraclitus Phil.
29.21116
502
14664
Megasthenes Hist.
29.23448
435
12717
Agatharchides Geogr.
29.24169
662
19358
Paulus Astrol.
29.26384
542
15861
Maximus Soph.
29.26887
2265
66294
Archelaus Alchem. et Poeta
29.32836
67
1965
Phoronis
29.33333
3
88
Leo Diaconus Hist.
29.39539
1128
33158
Nicander Epic.
29.52195
410
12104
Testamentum XL Martyrum
29.52941
34
1004
Michael Psellus Polyhist.
29.54804
19628
579969
Pancrates Epic.
29.625
16
474
Moderatus Phil.
29.66667
12
356
Aristarchus Trag.
29.75
4
119
Amelii Epistula
29.75
8
238
Alcidamas Rhet.
29.76562
128
3810
Joannes Camaterus Astrol. et Astron.
29.78906
1280
38130
Aeschines Orat.
29.81747
1660
49497
Priscus Hist. et Rhet.
29.81949
626
18667
Flavius Philostratus Soph.
29.83356
5089
151823
Artemon Gramm.
29.95
20
599
Marcellus Theol.
29.95231
650
19469
Martyrium Et Ascensio Isaiae
29.95745
47
1408
Georgius Pachymeres Hist.
29.99487
6826
204745
Anonymi In Aristotelis Categorias Phil.
29.99534
1072
32155
Antagoras Epic.
30
6
180
Apocryphon Ezechiel
30
30
900
Philiscus Rhet.
30
2
60
Minucianus Junior Rhet.
30.02778
72
2162
Sophonias Phil.
30.07556
2316
69655
Theodorus Heracleensis vel Theodorus Mopsuestenus Scr. Eccl.
30.07595
79
2376
Joannes Cananus Hist.
30.08725
149
4483
Michael Phil.
30.08825
9530
286741
Plutarchus Biogr. et Phil.
30.1264
34880
1050809
Anonymi In Aristotelis Librum Primum Analyticorum Posteriorum Commentarium
30.13772
167
5033
Ariston Apol.
30.14286
7
211
Hermodorus Phil.
30.16279
43
1297
Polybius Hist.
30.19008
10580
319411
Hipparchus Astron. et Geogr.
30.22282
1122
33910
Hippias Hist.
30.23077
13
393
Julianus Scr. Eccl.
30.25221
2153
65133
Anonymus Iamblichi Phil.
30.25806
62
1876
Magica
30.27314
2182
66056
Apollonius Rhodius Epic.
30.29253
1299
39350
Severus Phil.
30.30769
13
394
Xenocrates Phil.
30.33451
565
17139
Nonnosus Hist.
30.375
40
1215
Joannes VI Cantacuzenus
30.38381
9979
303200
Nicephorus Gregoras Hist.
30.39003
11230
341280
Eusebius Scr. Eccl. et Theol.
30.39487
40905
1243302
Joannes Tzetzes Gramm. et Poeta
30.4
225
6840
Polycrates Hist.
30.42857
7
213
Himerius Soph.
30.43278
1391
42332
Philosophus Christianus Alchem.
30.43976
166
5053
Oppianus Epic.
30.4574
446
13584
Maiistas Epic.
30.46667
15
457
Theophilus Scr. Eccl.
30.5
10
305
Ignatius Biogr. et Poeta
30.57056
659
20146
Philo Judaeus Phil.
30.61
14918
456640
Theodosius Astron. et Math.
30.72716
1609
49440
Anonymus Dialogus Cum Judaeis
30.78681
910
28016
Symeon Metaphrastes Biogr. et Hist.
30.9375
160
4950
Cosmas Hieromonachus Alchem.
30.94444
36
1114
Manetho Astrol.
30.98925
651
20174
Isidorus Trag.
31
1
31
Pseudo-Sphrantzes Hist.
31.02735
2962
91903
Pappus Math.
31.02968
6435
199676
Scholia In Euripidem
31.02993
5546
172092
Nonnus Epic.
31.04465
4905
152274
Hierotheus Alchem. et Poeta
31.04762
42
1304
Themistius Phil. et Rhet.
31.12527
11240
349848
Anonymi De Astrologia Dialogus Astrol.
31.16216
518
16142
Flavius Claudius Julianus Imperator Phil.Julian the Apostate
31.18717
3836
119634
David Phil.
31.19975
2413
75285
Herodianus Hist.
31.30851
1504
47088
Pausanias Perieg.
31.30852
6985
218690
Gregorius Nyssenus Theol.
31.34424
25256
791630
Oecumenius Phil. et Rhet.
31.39327
2080
65298
Meropis
31.4
5
157
Flavius Josephus Hist.
31.57293
15145
478172
Acta Xanthippae Et Polyxenae
31.57426
303
9567
Apollinaris Theol.
31.81112
1726
54906
Eratosthenes et Eratosthenica Philol.
31.82759
261
8307
Apocalypsis Eliae
31.85714
7
223
[Longinus] Rhet.Pseudo-Longinus
31.87032
401
12780
Eustratius Phil.
31.94295
6696
213890
Hippocrates Med. et Corpus Hippocraticum
31.9988
11637
372370
Cyrus Rhet.
32
72
2304
Ariphron Lyr.
32
2
64
Menander Rhet.
32.02453
897
28726
Agathias Scholasticus Epigr. et Hist.
32.09757
1896
60857
Philosophus Anonymus Alchem.
32.31405
121
3910
Eutychianus Hist.
32.33333
6
194
Lachares Soph.
32.4
65
2106
Alexander Phil.
32.43502
31569
1023941
Simias Gramm.
32.44737
38
1233
Testamentum Abrahae
32.48254
315
10232
Scholia in Maximum Confessorem
32.51524
656
21330
Periplus Maris Erythraei
32.51795
195
6341
Anonymus Ad Avircium Marcellum Contra Cataphrygas
32.71795
39
1276
Apollonius Med.
32.77807
374
12259
Dionysius Perieg.
32.79046
482
15805
Simplicius Phil.
32.81463
35367
1160555
Elias Phil.
32.81918
2837
93108
Pseudo-Macarius Scr. Eccl.
32.82556
8771
287913
Diogenianus Phil.
32.82895
76
2495
Nicolaus Rhet. et Soph.
32.84152
448
14713
Theodorus Theol.
32.92017
1165
38352
Timachidas Hist.
33
1
33
Choerilus Trag.
33
1
33
Heliodorus Alchem. et Poeta
33.15556
45
1492
Soranus Med.
33.17182
1391
46142
Eutocius Math.
33.24329
1825
60669
Vitae Aeschinis
33.26471
34
1131
Ocellus Phil.
33.27857
140
4659
Diogenes Phil.
33.28061
392
13046
Josephus Genesius Hist.
33.30175
686
22845
Cyrillus Biogr.
33.35101
1923
64134
Joannes Galenus Gramm.
33.40605
628
20979
Priscianus Phil.
33.56158
406
13626
Niciae Epistula
33.59091
22
739
Asclepiodotus Tact.
33.74372
199
6715
Paraphrases In Dionysium Periegetam
33.82766
470
15899
Nicolaus I Mysticus Theol. et Epist.
33.91846
2882
97753
Hermarchus Phil.
33.92727
110
3732
Leo Magentinus Phil.
33.98256
172
5845
Theodectas Trag.
34
14
476
Lesbonax Rhet.
34.05479
73
2486
Ptolemaeus Gnost.
34.08333
60
2045
[Damigeron Magus]
34.10714
28
955
Apollonius Biogr.
34.11765
17
580
Comarius Alchem.
34.16176
68
2323
Thucydides Hist.
34.23196
4406
150826
Hermias Phil.
34.31001
2458
84334
Justinus Martyr Apol.
34.33493
2084
71554
Anthemius Math. et Mech.
34.33708
89
3056
Basilius Med. et Scr. Eccl.
34.3519
790
27138
Theophanes Continuatus
34.59107
2756
95333
Romanus Melodus Hymnographus
34.59296
3695
127821
Lyrica Adespota (PMG)
34.59756
82
2837
Magnus Hist.
34.6
20
692
Lucius Annaeus Cornutus Phil.
34.61254
351
12149
Strabo Geogr.
34.70067
8342
289473
Theon Phil.
34.72644
1093
37956
[Hippothoon] Trag.
35
2
70
Marcellus Poet. Med.
35.16667
18
633
[Agathodaemon] Alchem.
35.2
25
880
Cosmas Indicopleustes Geogr.
35.20539
2488
87591
Georgius Sphrantzes Hist.
35.25399
689
24290
Dionysius Halicarnassensis Hist. et Rhet.
35.28535
11852
418202
Aristarchus Astron.
35.34
200
7068
Anonymi In Aristotelis Artem Rhetoricam Rhet.
35.34886
2855
100921
Joannes Anagnostes Hist. et Poeta
35.35531
273
9652
Cercidas Iamb.
35.38235
34
1203
Heliodorus Scr. Erot.
35.39791
2204
78017
Callistratus Soph.
35.48673
113
4010
Proclus Phil.
35.52109
29611
1051815
Hermogenes Rhet.
35.58941
2304
81998
Joannes Archiereus Alchem.
35.62963
27
962
Eudemus Poet. Med.
35.66667
3
107
Satyrus Biogr.
35.84848
132
4732
Scholia In Theonem Rhetorem
36
33
1188
Philocles Trag.
36
1
36
Thebai+s
36
4
144
Andromachus Poet. Med.
36
29
1044
Ostanes Magus Alchem.
36
8
288
Dosiadas Lyr.
36
4
144
Apomasar Astrol.
36
1334
48024
Euripidis Epistulae
36.03922
51
1838
Michael Attaliates Hist.
36.05417
1643
59237
Hephaestion Astrol.
36.06979
4413
159176
Concilia Oecumenica (ACO)
36.18112
16519
597676
Isocrates Orat.
36.2282
3383
122560
Athanasius Soph.
36.30303
66
2396
Pseudo-Dionysius Areopagita Scr. Eccl. et Theol.
36.3652
1632
59348
Theophrastus Alchem. et Poeta
36.55814
43
1572
Gennadius I Scr. Eccl.
36.56522
575
21025
Iamblichus Phil.
36.76014
4390
161377
Carcinus Junior Trag.
37
6
222
Anonymi In Aphthonium Rhet.
37.17094
117
4349
Assumptio Mosis
37.27273
11
410
Timotheus Lyr.
37.60714
28
1053
Antonius Diogenes Scr. Erot.
37.76471
17
642
Nicetas Choniates Hist., Scr. Eccl. et Rhet.
37.91357
4223
160109
Aelius Theon Rhet.
37.96258
481
18260
Patrocles Hist.
38
12
456
Timolaus Rhet.
38
1
38
Anonymi In Hermogenem Rhet.
38.02103
6324
240445
Joannes Cameniates Hist.
38.06126
604
22989
Flavius Justinianus Imperator Theol.
38.08666
6912
263255
Epica Adespota (GDRK)
38.25439
114
4361
Pseudo-Dioscorides Med.
38.26852
324
12399
Georgius Pisides Poeta
38.5102
392
15096
Maximus Confessor Theol.
38.54398
4638
178767
Nicephorus Bryennius Hist.
38.5806
794
30633
Nicephorus II Phocas Imperator Tact.
38.78922
408
15826
Polycarpus Scr. Eccl.
38.8
30
1164
Syrianus Phil.
38.86297
3459
134427
Dionysius Geogr.
38.97222
108
4209
Euphorion Epic.
39.2716
81
3181
Phileas Scr. Eccl.
39.52941
17
672
Erinna Lyr.
39.70833
24
953
Aristides Quintilianus Mus.
39.71447
774
30739
Limenius Lyr.
39.85714
7
279
Epistula Ecclesiarum Apud Lugdunum Et Viennam
40.09574
94
3769
Joannes Doxapatres Rhet.
40.10777
566
22701
Epicurus Phil.
40.44836
794
32116
Archimedes Geom.
40.59312
2733
110941
Claudius Apollinarius Apol.
41
5
205
Trophonius Rhet. et Soph.
41.125
72
2961
Hierotheus Alchem.
41.33333
9
372
[Boeus] Epic.
41.5
2
83
Theodorus Prodromus Poeta et Polyhist.
41.59211
76
3161
Sopater Rhet.
41.60153
3531
146895
Antimachus Eleg. et Epic.
41.64103
39
1624
Theon Math.
41.69038
4751
198071
Ammonius Phil.
41.73475
4558
190227
Apollonides Trag.
42
1
42
Iophon Trag.
42
1
42
Bacchylides Lyr.
42.09626
187
7872
Acacius Theol.
42.42308
26
1103
[Sclerias] Trag.
43
1
43
Antiphon Trag.
43
1
43
Nicomachus Trag.
43
1
43
Oratio Josephi
43
6
258
[1Astrampsychus Magus] Onir.
43.05484
310
13347
Antyllus Med.
43.14286
7
302
Athenagoras Apol.
43.21803
477
20615
Claudius Ptolemaeus Math.
43.74559
8286
362476
Albinus Phil.
43.87537
337
14786
Ninus
43.8871
62
2721
Maximus Rhet.
43.89552
67
2941
Petrus Scr. Eccl. et Theol.
44.1194
67
2956
Hellenica
44.56985
272
12123
Onasander Tact.
44.91176
272
12216
Artaxerxis Epistulae
44.92857
14
629
Theodorus Epist.
44.94366
142
6382
Eutecnius Soph.
44.99559
908
40856
Philo Mech.
45.0254
433
19496
Montanus et Montanistae Theol.
45.25
16
724
Timaeus Praxidas Astrol.
45.41176
17
772
Theognostus Gramm.
45.52357
997
45387
Anonymi In Oppiani Opera
45.68627
102
4660
Choerilus Epic.
45.80952
21
962
Joannes Epiphaniensis Hist.
46.03125
32
1473
Satyrus Hist.
46.05882
17
783
Numenius Poet. Didac.
46.14286
7
323
Moschion Trag.
46.33333
9
417
Sosiphanes Trag.
46.5
2
93
Pappus Alchem.
47.5
4
190
Leontius Mech.
47.6087
46
2190
Paeanes (CA)
47.7
10
477
Autolycus Astron.
48.14803
304
14637
Michael Critobulus Hist.
48.18949
1256
60526
Erotica Adespota
49.64835
91
4518
Dicaeogenes Trag.
51
1
51
Nicomachus Math.
51.21023
704
36052
Celsus Phil.
52.0991
444
23132
Diophilus vel Diophila Poeta
57
1
57
Lexica In Opera Gregorii Nazianzeni
57.35816
282
16175
Zosimus Hist.
58.40191
1045
61030
Troilus Soph.
58.89091
55
3239
Oratio Manassis
61.125
8
489
Meletius Med.
62.1506
664
41268
Diogenes Phil. et Trag.
62.66667
3
188
Astydamas Trag.
63.57143
7
445
Epica Adespota (CA)
63.93333
30
1918
De Arboribus Avibusque Fabulae
64.4
5
322
Chaeremon Trag.
72
7
504
Syriani, Sopatri Et Marcellini Scholia Ad Hermogenis Status
73.2686
2513
184124
Polystratus Phil.
73.5102
49
3602
Lollianus Scr. Erot.
76.21429
28
2134
Philoxenus Lyr.
76.5
8
612
Philicus Lyr.
83
5
415
Fragmenta Adespota (SH)
84.5
10
845
Alexander Rhet.
84.66667
3
254
Stephanus Med.
93.8046
87
8161
Apocalypsis Syriaca Baruchi
98
2
196
Cleon Eleg.
110.5
2
221
Adespota Papyracea (SH)
112.6316
57
6420
Anonymi Hymnus In Dactylos Idaeos
125
1
125
Agathon Trag.
151.5
2
303
Philodemus Phil.
190.1714
35
6656
Phrynichus Trag.
209
1
209
Anonymi Lexeis Rhetoricae
525.5
2
1051
Lyrica Adespota (SLG)
927.6667
3
2783
Carneiscus Phil.
1585
2
3170
In [79]:
authors = list(df.columns.values)
# generate a new, historian-only dict
# there's probably a more graceful way to do this with Pandas
dict_gen = {}
for author in authors:
if ' Hist.' in author:
dict_gen[author] = d[author]
df_hist = pd.DataFrame(dict_gen)
df_hist = df_hist.drop('tally_of_sent_word_lengths')
df_hist.T.sort('avg_words_per_sent', ascending=1)
Out[79]:
avg_words_per_sent
sent_count
word_count
Antigenes Hist.
2.615385
13
34
Polycritus Hist.
3
1
3
Lyceas Hist.
4
1
4
[Autocharis] Hist.
4
6
24
Potamon Hist.
4.555556
9
41
Echephylidas Hist.
4.580645
31
142
Capito Hist.
4.625
56
259
Autesion Hist.
5
19
95
Balagrus Hist.
5
7
35
Archinus Hist.
5.777778
9
52
Aristippus Hist.
6.315789
19
120
Agesilaus Hist.
6.333333
6
38
Glaucus Hist.
6.5
30
195
[Chrysippus] Hist.
6.555556
9
59
Diophantus Hist.
7.1
10
71
Metrophanes Hist.
7.142857
7
50
[Pyrander] Hist.
7.25
12
87
Gorgon Hist.
7.3
10
73
Menesthenes Hist.
7.4
5
37
Pythocles Hist.
7.583333
24
182
Antileon Hist.
7.666667
6
46
Androtion Hist.
7.691358
243
1869
Sophaenetus Hist.
7.769231
13
101
Xenomedes Hist.
7.818182
11
86
Hypermenes Hist.
7.833333
6
47
Eumachus Hist.
7.888889
9
71
Euagon Hist.
7.888889
9
71
Parthax Hist.
8.2
10
82
Eudoxus Hist.
8.2
10
82
[Menyllus] Hist.
8.222222
18
148
(H)agias-Dercylus Hist.
8.25
16
132
Apollas Hist.
8.285714
21
174
Hermaeus Hist.
8.333333
12
100
Pythaenetus Hist.
8.4
25
210
Philistus Hist.
8.432314
229
1931
[Aretades] Hist.
8.526316
19
162
Melisseus Hist.
8.6
5
43
Amometus Hist.
8.666667
15
130
Asclepiades Gramm. et Hist.
8.666667
3
26
Apollonius Hist.
8.735849
53
463
Xenion Hist.
8.736842
38
332
Dei(l)ochus Hist.
8.75
44
385
Aristocrates Hist.
9
26
234
Proxenus Hist.
9
34
306
Armenidas Hist.
9.105263
19
173
[Dercyllus] Hist.
9.142857
49
448
Laetus Hist.
9.285714
14
130
Timagoras Hist.
9.333333
15
140
Anaxicrates Hist.
9.333333
18
168
Xenagoras Geogr. et Hist.
9.346154
52
486
Hecataeus Hist.
9.510354
1497
14237
[Alexarchus] Hist.
9.571429
14
134
Aristonicus Hist.
9.6
15
144
Demaratus Hist.
9.604167
48
461
[Aristobulus] Hist.
9.625
16
154
Hestiaeus Hist.
9.636364
11
106
Agroetas Hist.
9.766667
30
293
Acesander Hist.
9.793651
63
617
Aristophanes Hist.
10
31
310
Diogenes Hist.
10.07692
13
131
Gaius Asinius Quadratus Hist.
10.13158
76
770
Uranius Hist.
10.175
80
814
[Clitonymus] Hist.
10.2
20
204
Theagenes Hist.
10.2
45
459
Pherecydes Hist.
10.24951
1022
10475
Bion Hist.
10.28571
7
72
Dinias Hist.
10.29231
65
669
Ister Hist.
10.29259
270
2779
Androetas Hist.
10.33333
9
93
Anaxandridas Hist.
10.33962
53
548
[Agatharchides] Hist.
10.38095
21
218
Hippostratus Hist.
10.41176
34
354
Ar(i)aethus Hist.
10.71429
35
375
Crates Hist.
10.73684
38
408
Lepidus Hist.
10.76923
13
140
Mnesimachus Hist.
10.8
15
162
Nicocrates Hist.
10.8
15
162
Lucius Licinius Lucullus Hist.
10.8
10
108
[Dositheus] Hist.
10.81481
54
584
Philostephanus Hist.
10.82237
152
1645
Manetho Hist.
10.94579
867
9490
Dionysius Hist.
11
9
99
[Ctesiphon] Hist.
11.22222
18
202
[Timotheus] Hist.
11.26667
15
169
Acusilaus Hist.
11.27593
482
5435
Aelius Dius Hist.
11.38889
18
205
Archemachus Hist.
11.4375
32
366
Menecrates Hist.
11.59091
22
255
Themison Hist.
11.66667
3
35
Aristocreon Hist.
11.7
10
117
[Aristides] Hist.
11.74033
181
2125
[Agathon] Hist.
11.82143
28
331
Staphylus Hist.
11.87805
41
487
Aristagoras Hist.
11.90625
32
381
Melanthius Hist.
12
16
192
[Chrysermus] Hist.
12.02778
36
433
Nicocles Hist.
12.05882
17
205
Timonax Hist.
12.08333
12
145
Crito Hist.
12.125
16
194
Charax Hist.
12.18274
197
2400
Theotimus Hist.
12.19048
21
256
Hippys Hist.
12.225
40
489
Claudius Iolaus Hist.
12.25
28
343
[Clitophon] Hist.
12.27273
33
405
Basilis Hist.
12.33333
9
111
Timonides Hist.
12.35714
14
173
Timagetus Hist.
12.45833
24
299
Damastes Hist.
12.5
40
500
Lycus Hist.
12.59551
89
1121
Lysimachus Hist.
12.62821
156
1970
Hereas Hist.
12.73684
19
242
Leo Hist.
12.76923
26
332
Philippus Hist.
12.92308
13
168
Hellanicus Hist.
13.07488
1509
19730
Craterus Hist.
13.07792
77
1007
Agathocles Hist.
13.10714
56
734
Herodorus Hist.
13.11064
235
3081
Diyllus Hist.
13.2
15
198
Gaius Suetonius Tranquillus Gramm. et Hist.
13.20665
421
5560
Menetor Hist.
13.22222
9
119
Nymphodorus Hist.
13.36434
129
1724
Phanodemus Hist.
13.36709
79
1056
Aethlius Hist.
13.4
15
201
Metrodorus Hist.
13.45455
33
444
(H)eren(n)ius Philo Gramm. et Hist.
13.48709
1704
22982
Paeon Hist.
13.61538
13
177
Idomeneus Hist.
13.83721
86
1190
Menecles Hist.
13.85714
49
679
Phanodicus Hist.
13.85714
21
291
[Hermesianax] Hist.
13.92857
14
195
Nymphis Hist.
13.93902
82
1143
Clidemus Hist.
13.98077
104
1454
[Theophilus] Hist.
14.02439
41
575
Theopompus Hist.
14.04693
1875
26338
[Sosthenes] Hist.
14.1
10
141
Philochorus Hist.
14.12935
1237
17478
Conon Hist.
14.14286
14
198
Alcimus Hist.
14.20833
72
1023
Theseus Hist.
14.25
16
228
Agl(a)osthenes Hist.
14.29032
31
443
Dieuchidas Hist.
14.30357
56
801
Promathidas Hist.
14.37037
27
388
Hermias Hist.
14.55
20
291
Critolaus Hist.
14.78947
19
281
Thallus Hist.
14.81818
33
489
Menander Hist.
14.82812
64
949
Teucer Hist.
14.84615
13
193
Promathion Hist.
14.85714
14
208
Demon Hist.
14.90816
98
1461
Heraclides Lembus Hist.
14.90909
264
3936
Artemon Hist.
15
5
75
Lysanias Hist.
15
9
135
Phillis Hist.
15
15
225
Demetrius Hist. et Phil.
15.00321
312
4681
Daimachus Hist.
15.06061
33
497
Aristodemus Hist. et Myth.
15.06173
81
1220
Xanthus Hist.
15.08148
135
2036
Clytus Hist.
15.14286
21
318
Pythermus Hist.
15.28571
7
107
Duris Hist.
15.29226
349
5337
Theognis Hist.
15.5
10
155
Dinon Hist.
15.54472
123
1912
Publius Rutilius Rufus Hist.
15.59091
22
343
Scamon Hist.
15.65854
41
642
Autocrates Hist.
15.66667
3
47
Thrasyllus Hist.
15.73469
49
771
Maeandrius Hist.
15.81356
59
933
Stesimbrotus Hist.
15.82105
95
1503
Dosiadas Hist.
15.82759
29
459
Myronianus Hist.
15.85714
14
222
Timolaus Hist.
15.875
8
127
Marcellus Hist.
15.88889
9
143
Damon Hist.
16
4
64
Myrsilus Hist.
16.11224
98
1579
Ephorus Hist.
16.15251
1436
23195
Posidonius Hist.
16.17647
17
275
Democritus Hist.
16.18182
11
178
Nicander Hist.
16.2
5
81
Abydenus Hist.
16.24219
128
2079
Aratus Hist.
16.24324
37
601
Demetrius Hist.
16.41379
29
476
Pyrrhus Hist.
16.41667
12
197
Domitius Callistratus Hist.
16.52083
48
793
Callisthenes Hist.
16.68515
559
9327
Phylarchus Hist.
16.90335
507
8570
Aristocritus Hist.
16.94595
37
627
Neanthes Hist.
17.125
152
2603
Molpis Hist.
17.2
10
172
Gaius Acilius Hist. et Phil.
17.64706
34
600
Hegesippus Hist.
17.65714
35
618
Timagenes Hist.
17.67391
46
813
Sosicrates Hist.
17.70175
57
1009
Alexis Hist.
17.90909
11
197
Hermippus Gramm. et Hist.
17.95778
379
6806
Dictys Hist.
17.96279
215
3862
Carystius Hist.
18
52
936
Amelesagoras Hist.
18
11
198
Demochares Hist. et Orat.
18.22727
22
401
Heraclides Hist.
18.26415
53
968
Praxagoras Hist.
18.31034
29
531
Polycharmus Hist.
18.43478
23
424
Antiochus Hist.
18.65217
69
1287
Myron Hist.
18.71429
7
131
Andreas Hist.
18.75
4
75
Nicias Hist.
18.75
4
75
Pamphila Hist.
18.8
25
470
Charon Hist.
19.03509
57
1085
Beros(s)us Astrol. et Hist.
19.04029
273
5198
Bato Hist. et Rhet.
19.11765
34
650
Lucius Cincius Alimentus Hist.
19.16667
18
345
Theodorus Scutariota Hist.
19.17899
257
4929
Hieronymus Hist.
19.2037
54
1037
Antenor Hist.
19.33333
6
116
Possis Hist.
19.4
5
97
Theophylactus Simocatta Epist. et Hist.
19.46436
4068
79181
Cratippus Hist.
19.47619
21
409
Stesiclides Hist.
19.75
4
79
Harmodius Hist.
19.77273
22
435
Pseudo-Codinus Hist.
19.97316
2608
52090
Pyrgion Hist.
20
5
100
Timaeus Hist.
20.09637
1349
27110
Ergias Hist.
20.17647
17
343
Michael Glycas Astrol. et Hist.
20.35031
5695
115895
Ptolemaeus Hist.
20.66667
9
186
Aristodemus Hist.
20.75159
157
3258
Ctesias Hist. et Med.
20.76619
1544
32063
Callixenus Hist.
20.85981
214
4464
Joannes Laurentius Lydus Hist.
21.01401
3998
84014
Silenus Hist.
21.13043
23
486
Dioscurides Hist.
21.32353
68
1450
Socrates Hist.
21.47059
17
365
Hesychius Illustrius Hist.
21.87009
585
12794
Eutropius Hist.
22.36094
1111
24843
Nicolaus Hist.
22.5219
1598
35990
Hegesander Hist.
22.64029
139
3147
Symeon Logothetes Hist.
22.65882
2635
59706
Joannes Antiochenus Hist.
22.71458
1962
44566
Athanis Hist.
22.76923
13
296
Chaeremon Hist. et Phil.
22.77027
74
1685
Eunapius Hist. et Soph.
22.79274
1626
37061
Sextus Julius Africanus Hist.
23.06099
705
16258
Procopius Hist.
23.1477
12708
294161
Joannes Cinnamus Gramm. et Hist.
23.25169
2666
61989
Creophylus Hist.
23.5
6
141
Andron Hist.
23.6
5
118
Anaximenes Hist. et Rhet.
23.62404
1040
24569
Joannes Zonaras Gramm. et Hist.
23.69358
14653
347182
Pseudo-Symeon Hist.
23.81096
1296
30859
Protagorides Hist.
23.875
8
191
Cephalion Hist. et Rhet.
24.27642
123
2986
Xenophon Hist.
24.40149
12984
316829
Publius Herennius Dexippus Hist.
24.54114
316
7755
Andriscus Hist.
24.65217
23
567
Theophanes Hist.
24.82759
29
720
Cassius Dio Hist.Dio Cassius
24.98885
22327
557926
Quintus Fabius Pictor Hist.
25.09827
173
4342
Flavius Arrianus Hist. et Phil.
25.31578
5659
143262
Eparchides Hist.
25.5
6
153
Gorgias Hist.
25.71429
7
180
Diodorus Siculus Hist.
25.80337
18146
468228
Menodotus Hist.
25.97297
37
961
Constantinus Manasses Hist. et Poeta
25.98759
1692
43971
Philinus Hist.
26.375
32
844
Pausanias Hist.
26.44444
63
1666
Hyperochus Hist.
26.5
6
159
Georgius Acropolites Hist.
26.50016
3123
82760
Laonicus Chalcocondyles Hist.
26.59771
3930
104529
Ephraem Hist. et Poeta
26.64437
2033
54168
Democles Hist.
26.66667
3
80
Nicephorus I Scr. Eccl., Hist. et Theol.
26.8326
3847
103225
Joannes Scylitzes Hist.
27.06402
4592
124278
Herodotus Hist.
27.24157
6847
186523
Constantinus VII Porphyrogenitus Imperator Hist.
27.5363
28089
773467
Scriptor Incertus De Leone Armenio Hist.
27.6009
223
6155
Memnon Hist.
27.72208
403
11172
Zeno Hist.
27.75439
114
3164
Anonymus De Scientia Politica Hist.
27.91787
414
11558
Anna Comnena Hist.
28.04513
5252
147293
Callippus Hist.
28.14286
7
197
Appianus Hist.
28.40378
8039
228338
Socrates Scholasticus Hist.
28.44964
3594
102248
Theodosius Diaconus Hist. et Poeta
28.53991
213
6079
Menander Protector Hist.
28.61485
1010
28901
Agaclytus Hist.
28.71429
7
201
Apollodorus Hist.
28.8
15
432
Ducas Hist.
28.82828
2376
68496
Megasthenes Hist.
29.23448
435
12717
Leo Diaconus Hist.
29.39539
1128
33158
Priscus Hist. et Rhet.
29.81949
626
18667
Georgius Pachymeres Hist.
29.99487
6826
204745
Joannes Cananus Hist.
30.08725
149
4483
Polybius Hist.
30.19008
10580
319411
Hippias Hist.
30.23077
13
393
Nonnosus Hist.
30.375
40
1215
Nicephorus Gregoras Hist.
30.39003
11230
341280
Polycrates Hist.
30.42857
7
213
Symeon Metaphrastes Biogr. et Hist.
30.9375
160
4950
Pseudo-Sphrantzes Hist.
31.02735
2962
91903
Herodianus Hist.
31.30851
1504
47088
Flavius Josephus Hist.
31.57293
15145
478172
Agathias Scholasticus Epigr. et Hist.
32.09757
1896
60857
Eutychianus Hist.
32.33333
6
194
Timachidas Hist.
33
1
33
Josephus Genesius Hist.
33.30175
686
22845
Thucydides Hist.
34.23196
4406
150826
Magnus Hist.
34.6
20
692
Georgius Sphrantzes Hist.
35.25399
689
24290
Dionysius Halicarnassensis Hist. et Rhet.
35.28535
11852
418202
Joannes Anagnostes Hist. et Poeta
35.35531
273
9652
Michael Attaliates Hist.
36.05417
1643
59237
Nicetas Choniates Hist., Scr. Eccl. et Rhet.
37.91357
4223
160109
Patrocles Hist.
38
12
456
Joannes Cameniates Hist.
38.06126
604
22989
Nicephorus Bryennius Hist.
38.5806
794
30633
Joannes Epiphaniensis Hist.
46.03125
32
1473
Satyrus Hist.
46.05882
17
783
Michael Critobulus Hist.
48.18949
1256
60526
Zosimus Hist.
58.40191
1045
61030
In [80]:
authors = list(df.columns.values)
dict_gen = {}
for author in authors:
if ' Phil.' in author:
dict_gen[author] = d[author]
df_phil = pd.DataFrame(dict_gen)
df_phil = df_phil.drop('tally_of_sent_word_lengths')
df_phil.T.sort('avg_words_per_sent', ascending=1)
Out[80]:
avg_words_per_sent
sent_count
word_count
[Telauges] Phil.
4
1
4
Alexinus Phil.
5
1
5
Prorus Phil.
5
1
5
Cercops Phil.
5.210526
19
99
Echecrates Phil.
5.75
12
69
Boi+das Phil.
6.25
8
50
Hicetas Phil.
6.666667
12
80
Heraclides Phil.
6.666667
3
20
Menecrates Poet. Phil.
7
2
14
[Thearidas] Phil.
7
5
35
Xenophilus Mus. et Phil.
7.086957
23
163
Zeno Phil.
7.166667
30
215
Diodorus Phil.
7.5
6
45
Socrates Phil.
8
4
32
Nessas Phil.
8.071429
14
113
Simus Phil.
8.214286
14
115
Antisthenes Phil.
8.444444
9
76
Antiochus Phil.
8.751938
129
1129
Xuthus Phil.
8.777778
9
79
[Athamas] Phil.
9.142857
7
64
Nepualius Med. et Phil.
9.155556
90
824
Cleostratus Poet. Phil.
9.193548
31
285
Eudromus Phil.
9.25
8
74
Lycon Phil.
9.333333
18
168
[Septem Sapientes] Phil.
9.344928
690
6448
Archedemus Phil.
9.434783
92
868
Apollodorus Phil.
9.440476
84
793
Metrodorus Phil.
9.502959
169
1606
Oenopides Phil.
9.630952
84
809
[Megillus] Phil.
9.714286
7
68
Paron Phil.
9.75
8
78
Diotimus Phil.
9.923077
13
129
Archelaus Phil.
9.933333
135
1341
Monimus Phil.
10
3
30
Basilides Phil.
10
4
40
Ariston Phil.
10
13
130
Metrodorus Major Phil.
10.08824
34
343
Alcmaeon Phil.
10.43407
182
1899
[Musaeus] Phil.
10.43678
174
1816
Apollophanes Phil.
10.4375
16
167
[Arimnestus] Phil.
10.5
6
63
Pherecydes Myth. et Phil.
10.65596
218
2323
[Brotinus] Phil.
10.75758
33
355
Cleanthes Phil.
11.22951
915
10275
Parm(en)iscus Phil.
11.26667
15
169
Iccus Phil.
11.4
20
228
Anaximenes Phil.
11.43678
174
1990
Demetrius Poet. Phil.
11.5
2
23
Hippon Phil.
11.58915
129
1495
Dionysius $1*METAQE/MENOS Phil.
11.65476
84
979
Antisthenes Phil. et Rhet.
11.76676
686
8072
Herillus Phil.
11.78
50
589
Anaxagoras Phil.
11.90253
1108
13188
Thales Phil.
11.90284
422
5023
Democritus Phil.
11.96535
2857
34185
Anaximander Phil.
12.00702
285
3422
Hippasus Phil.
12.14912
114
1385
[Clinias] Phil.
12.275
40
491
Parmenides Poet. Phil.
12.45915
612
7625
Epictetus Phil.
12.58387
6796
85520
Epimenides Phil.
12.58483
501
6305
[Cebes] Phil.
12.7246
374
4759
Apollonius Phil.
12.80654
734
9400
Arcesilaus Phil.
12.83333
6
77
Xenophanes Poet. Phil.
12.89076
595
7670
Dicaearchus Phil.
12.95186
457
5919
Theagenes Phil.
12.96552
29
376
Boethus Phil.
13.09259
54
707
Empedocles Poet. Phil.
13.16589
1935
25476
Euphantus Phil.
13.2
5
66
Plato Phil.
13.25904
44919
595583
Leucippus Phil.
13.26871
294
3901
Anaxarchus Phil.
13.41176
136
1824
Cratylus Phil.
13.43333
30
403
Andronicus Rhodius Phil.
13.62931
232
3162
[Myia] Phil.
13.68182
22
301
Archytas Phil.
13.72286
350
4803
Crates Poet. Phil.
13.81429
70
967
Ion Phil. et Poeta
13.91379
290
4035
[Bryson] Phil.
14.0625
16
225
Crinis Phil.
14.09091
22
310
Nausiphanes Phil.
14.15464
97
1373
Antipater Phil.
14.25559
313
4462
Ptolemais Phil.
14.3125
32
458
Petron Phil.
14.33333
9
129
Calliphon et Democedes Med. et Phil.
14.79245
53
784
Bion Phil.
14.87917
240
3571
Philolaus Phil.
14.9974
385
5774
Polyclitus Phil.
15
40
600
Demetrius Hist. et Phil.
15.00321
312
4681
Praxiphanes Phil.
15.04598
87
1309
[Pythagoras] Phil.
15.09455
550
8302
Chrysippus Phil.
15.13525
13183
199528
[Butherus] Phil.
15.36364
11
169
Hierophilus Phil. et Soph.
15.525
280
4347
Chamaeleon Phil.
15.70455
264
4146
[Theano] Phil.
15.77049
122
1924
Persaeus Phil.
15.91803
122
1942
Menestor Phil.
15.96774
31
495
Aristocles Phil.
16.08766
559
8993
Scythinus Poet. Phil.
16.25
16
260
Dius Phil.
16.27778
18
293
[Eccelus] Phil.
16.41667
12
197
Crito Phil.
16.44444
9
148
Anonymus Epicureus Phil.
16.60164
487
8085
Hieronymus Phil.
16.6875
160
2670
Eudemus Phil.
16.88351
1219
20581
[Sthenidas] Phil.
16.91667
12
203
Critias Eleg., Phil. et Trag.
17.40898
423
7364
[Pempelus] Phil.
17.46154
13
227
Gaius Acilius Hist. et Phil.
17.64706
34
600
[Lysis] Phil.
17.85366
41
732
Bion Math. et Phil.
17.875
8
143
Critolaus Phil.
18.21951
82
1494
[Aristaeus] Phil.
18.27778
18
329
Pythagoristae (D-K) Phil.
18.49544
767
14186
Teles Phil.
18.51497
334
6184
Anatolius Math. et Phil.
18.5461
141
2615
Clearchus Phil.
18.58919
555
10317
Bolus Med. et Phil.
18.66052
271
5057
Leo Phil.
18.86784
908
17132
Clidemus Phil.
19.05882
17
324
Heraclides Ponticus Phil.
19.08471
543
10363
Athenodorus Phil.
19.28571
28
540
Damippus Phil.
19.40741
27
524
[Ecphantus] Phil.
19.62353
85
1668
Straton Phil.
19.69727
403
7938
Sphaerus Phil.
19.71429
35
690
Damon et Phintias Phil.
20
8
160
[Eurytus] Phil.
20.29167
24
487
Menippus Phil.
20.33333
3
61
Pseudo-Archytas Phil.
20.56378
635
13058
Sosigenes Phil.
20.66667
3
62
Melissus Phil.
20.68421
228
4716
Numenius Phil.
20.78514
498
10351
[Metopus] Phil.
20.91304
69
1443
Thrasyalces Phil.
21
6
126
Marcus Aurelius Antoninus Imperator Phil.
21.06143
1400
29486
[Perictione] Phil.
21.10714
56
1182
[Callicratidas] Phil.
21.21667
60
1273
[Aristombrotus] Phil.
21.33333
6
128
Stephanus Med. et Phil.
21.45849
4011
86070
Timon Phil.
21.58
50
1079
Timaeus Phil.
21.78704
216
4706
[Phintys] Phil.
21.85294
34
743
Phaenias Phil.
21.8773
163
3566
Porphyrius Phil.
22.04943
15396
339473
Aeschines Socraticus Phil.
22.05641
195
4301
Idaeus Phil.
22.11111
18
398
[Onatas] Phil.
22.18182
22
488
Joannes Chortasmenus Phil.
22.24444
45
1001
Sallustius Phil.
22.25926
243
5409
Speusippus Phil.
22.33453
559
12485
[Melissa] Phil.
22.4
10
224
Anonymi In Aristotelis Librum De Interpretatione Phil.
22.46735
873
19614
[Hippodamus] Phil.
22.64626
147
3329
Demonax Phil.
22.75556
90
2048
Chaeremon Hist. et Phil.
22.77027
74
1685
Dexippus Phil.
22.97347
980
22514
Aristoteles Phil. et Corpus AristotelicumAristotle
23.01333
46954
1080568
Oenomaus Phil.
23.07989
363
8378
Stephanus Phil.
23.2345
1113
25860
Anonymus Photii Phil.
23.27907
86
2002
Favorinus Phil. et Rhet.
23.32481
665
15511
[Theages] Phil.
23.32653
49
1143
Aristobulus Judaeus Phil.
23.35106
94
2195
Anonymus Alexandri Phil.
23.975
40
959
Synesius Phil.
23.98005
3809
91340
Eusebius Phil.
24.05426
129
3103
Theophrastus Phil.
24.12147
9064
218637
Anonymi In Aristotelis Sophisticos Elenchos Phil.
24.22553
2350
56930
Anonymus Diodori Phil.
24.54545
66
1620
Marinus Phil.
25.23529
102
2574
Aeneas Phil. et Rhet.
25.31445
706
17872
Flavius Arrianus Hist. et Phil.
25.31578
5659
143262
[Diotogenes] Phil.
25.42424
66
1678
Plotinus Phil.
25.45013
8422
214341
Olympiodorus Phil.
25.79687
11879
306441
Posidonius Phil.
25.86209
5482
141776
Damascius Phil.
25.92853
11921
309094
Cassius Longinus Phil. et Rhet.
26.68881
286
7633
Asclepius Phil.
26.92969
7794
209890
Crantor Phil.
26.95
60
1617
[Euryphamus] Phil.
27.07407
27
731
Anonymi In Aristotelis Ethica Nicomachea Phil.
27.11181
6359
172404
Aspasius Phil.
27.35444
2590
70848
Sextus Empiricus Phil.
27.50528
7382
203044
[Aresas] Phil.
27.68421
19
526
[Hipparchus] Phil.
27.81818
22
612
Hierocles Phil.
27.95117
942
26330
Gaius Musonius Rufus Phil.
28.19906
638
17991
Anonymus De Philosophia Platonica Phil.
28.21846
325
9171
Joannes Philoponus Phil.
28.59485
49041
1402320
Atticus Phil.
29.20603
199
5812
Heraclitus Phil.
29.21116
502
14664
Moderatus Phil.
29.66667
12
356
Anonymi In Aristotelis Categorias Phil.
29.99534
1072
32155
Sophonias Phil.
30.07556
2316
69655
Michael Phil.
30.08825
9530
286741
Plutarchus Biogr. et Phil.
30.1264
34880
1050809
Hermodorus Phil.
30.16279
43
1297
Anonymus Iamblichi Phil.
30.25806
62
1876
Severus Phil.
30.30769
13
394
Xenocrates Phil.
30.33451
565
17139
Philo Judaeus Phil.
30.61
14918
456640
Themistius Phil. et Rhet.
31.12527
11240
349848
Flavius Claudius Julianus Imperator Phil.Julian the Apostate
31.18717
3836
119634
David Phil.
31.19975
2413
75285
Oecumenius Phil. et Rhet.
31.39327
2080
65298
Eustratius Phil.
31.94295
6696
213890
Alexander Phil.
32.43502
31569
1023941
Simplicius Phil.
32.81463
35367
1160555
Elias Phil.
32.81918
2837
93108
Diogenianus Phil.
32.82895
76
2495
Ocellus Phil.
33.27857
140
4659
Diogenes Phil.
33.28061
392
13046
Priscianus Phil.
33.56158
406
13626
Hermarchus Phil.
33.92727
110
3732
Leo Magentinus Phil.
33.98256
172
5845
Hermias Phil.
34.31001
2458
84334
Lucius Annaeus Cornutus Phil.
34.61254
351
12149
Theon Phil.
34.72644
1093
37956
Proclus Phil.
35.52109
29611
1051815
Iamblichus Phil.
36.76014
4390
161377
Syrianus Phil.
38.86297
3459
134427
Epicurus Phil.
40.44836
794
32116
Ammonius Phil.
41.73475
4558
190227
Albinus Phil.
43.87537
337
14786
Celsus Phil.
52.0991
444
23132
Diogenes Phil. et Trag.
62.66667
3
188
Polystratus Phil.
73.5102
49
3602
Philodemus Phil.
190.1714
35
6656
Carneiscus Phil.
1585
2
3170
In [81]:
authors = list(df.columns.values)
dict_gen = {}
for author in authors:
if ' Med.' in author:
dict_gen[author] = d[author]
df_med = pd.DataFrame(dict_gen)
df_med = df_med.drop('tally_of_sent_word_lengths')
df_med.T.sort('avg_words_per_sent', ascending=1)
Out[81]:
avg_words_per_sent
sent_count
word_count
[Lucas Apostolus] Med.
4.310345
29
125
Alexander Med.
7.151027
18447
131915
Nepualius Med. et Phil.
9.155556
90
824
Erotianus Gramm. et Med.
9.223226
1550
14296
Dieuches Med.
10
1
10
Thessalus Astrol. et Med.
12.66997
606
7678
Pseudo-Galenus Med.
13.61506
12620
171822
Menecrates Med.
14
4
56
Calliphon et Democedes Med. et Phil.
14.79245
53
784
Palladius Med.
15.82863
3577
56619
Theophilus Protospatharius, Damascius et Stephanus Atheniensis Med.
16.32945
4295
70135
Erasistratus Med.
16.74384
1218
20394
Anonymi Medici Med.
16.93208
2503
42381
Joannes Med.
17.39709
481
8368
Bolus Med. et Phil.
18.66052
271
5057
Pseudo-Hippocrates Med.
19.02653
377
7173
Cassius Iatrosophista Med.
19.88
350
6958
Aretaeus Med.
20.39904
2506
51120
Ctesias Hist. et Med.
20.76619
1544
32063
Crateuas Med.
21.34783
23
491
Aglai+s Poet. Med.
21.38889
18
385
Stephanus Med. et Phil.
21.45849
4011
86070
Philo Med.
21.5
8
172
Archigenes Med.
21.81651
327
7134
Euthydemus Med.
23.25
4
93
Ae+tius Med.
23.73897
16822
399337
Galenus Med.
23.75823
106880
2539280
Joannes Actuarius Med.
23.93076
4578
109555
Paulus Med.
24.54343
8220
201747
Adamantius Judaeus Med.
24.70647
695
17171
Marcellinus I Med.
24.845
200
4969
Anonymus Londinensis Med.
25.96849
476
12361
Dioscorides Pedanius Med.
26.16245
5257
137536
Oribasius Med.
26.54415
19164
508692
Theophilus Protospatharius et Stephanus Atheniensis Med.
27.08333
456
12350
Severus Iatrosophista Med.
27.6997
333
9224
Theophilus Protospatharius Med.
28.12217
1637
46036
Philumenus Med.
28.18263
334
9413
Rufus Med.
28.64151
795
22770
Hippocrates Med. et Corpus Hippocraticum
31.9988
11637
372370
Apollonius Med.
32.77807
374
12259
Soranus Med.
33.17182
1391
46142
Basilius Med. et Scr. Eccl.
34.3519
790
27138
Marcellus Poet. Med.
35.16667
18
633
Eudemus Poet. Med.
35.66667
3
107
Andromachus Poet. Med.
36
29
1044
Pseudo-Dioscorides Med.
38.26852
324
12399
Antyllus Med.
43.14286
7
302
Meletius Med.
62.1506
664
41268
Stephanus Med.
93.8046
87
8161
In [82]:
authors = list(df.columns.values)
dict_gen = {}
for author in authors:
if ' Scr. Erot.' in author:
dict_gen[author] = d[author]
df_erot = pd.DataFrame(dict_gen)
df_erot = df_erot.drop('tally_of_sent_word_lengths')
df_erot.T.sort('avg_words_per_sent', ascending=1)
Out[82]:
avg_words_per_sent
sent_count
word_count
Chariton Scr. Erot.
17.77941
1972
35061
Iamblichus Scr. Erot.
18.14679
218
3956
Achilles Tatius Scr. Erot.
18.7489
2282
42785
Longus Scr. Erot.
25.20519
809
20391
Xenophon Scr. Erot.
27.76105
611
16962
Heliodorus Scr. Erot.
35.39791
2204
78017
Antonius Diogenes Scr. Erot.
37.76471
17
642
Lollianus Scr. Erot.
76.21429
28
2134
In [83]:
authors = list(df.columns.values)
dict_gen = {}
for author in authors:
if ' Theol.' in author:
dict_gen[author] = d[author]
df_theol = pd.DataFrame(dict_gen)
df_theol = df_theol.drop('tally_of_sent_word_lengths')
df_theol.T.sort('avg_words_per_sent', ascending=1)
Out[83]:
avg_words_per_sent
sent_count
word_count
Adamantius Theol.
11.66348
2514
29322
Photius Lexicogr., Scr. Eccl. et Theol.
16.31201
35614
580936
Maximus Theol.
18.29545
176
3220
Joannes Damascenus Scr. Eccl. et Theol.John of Damascus
18.42615
34988
644694
Theodoretus Scr. Eccl. et Theol.
18.4521
70746
1305412
Ephraem Syrus Theol.
19.64695
21878
429836
Gregorius Nazianzenus Theol.
20.0782
19975
401062
Basilius Theol.
23.20093
30683
711874
Barlaam Math., Theol. et Epist.
23.52083
144
3387
Athanasius Theol.
23.56293
31480
741761
Joannes Gramm. et Theol.
23.68133
750
17761
Clemens Romanus Theol. et Clementina
23.72901
6170
146408
Joannes Theol.
23.75176
427
10142
Cyrillus Theol.
23.81749
90260
2149767
Theodorus Studites Scr. Eccl. et Theol.
25.09425
8912
223640
Nemesius Theol.
25.98107
1426
37049
Clemens Alexandrinus Theol.
26.2605
10334
271376
Nicephorus I Scr. Eccl., Hist. et Theol.
26.8326
3847
103225
Alexander Theol.
27.52015
273
7513
Eustathius Scr. Eccl. et Theol.
27.85755
1397
38917
Origenes Theol.
27.94824
40204
1123631
Irenaeus Theol.
28.68764
1335
38298
Marcellus Theol.
29.95231
650
19469
Eusebius Scr. Eccl. et Theol.
30.39487
40905
1243302
Gregorius Nyssenus Theol.
31.34424
25256
791630
Apollinaris Theol.
31.81112
1726
54906
Theodorus Theol.
32.92017
1165
38352
Nicolaus I Mysticus Theol. et Epist.
33.91846
2882
97753
Pseudo-Dionysius Areopagita Scr. Eccl. et Theol.
36.3652
1632
59348
Flavius Justinianus Imperator Theol.
38.08666
6912
263255
Maximus Confessor Theol.
38.54398
4638
178767
Acacius Theol.
42.42308
26
1103
Petrus Scr. Eccl. et Theol.
44.1194
67
2956
Montanus et Montanistae Theol.
45.25
16
724
In [84]:
authors = list(df.columns.values)
dict_gen = {}
for author in authors:
if ' Epic.' in author:
dict_gen[author] = d[author]
df_epic = pd.DataFrame(dict_gen)
df_epic = df_epic.drop('tally_of_sent_word_lengths')
df_epic.T.sort('avg_words_per_sent', ascending=1)
Out[84]:
avg_words_per_sent
sent_count
word_count
Priscus Epic.
3
1
3
Caecalus (?) Epic.
3
1
3
Niceratus Epic.
3
1
3
Posidonius Epic.
3
1
3
Leschides Epic.
3
1
3
Idaeus Epic.
3
1
3
Callimachus Junior Epic.
4
1
4
Euanthes Epic.
5
1
5
[Chersias] Epic.
7.5
2
15
Diphilus Epic. et Iamb.
7.5
2
15
Antimachus Epic.
7.666667
3
23
Musaeus Epic.
8
1
8
Phaestus Epic.
8
2
16
[Boeo] Epic.
8.666667
3
26
Archytas Epic.
8.75
4
35
Dionysius Epic.
9
1
9
Simonides Epic.
9
1
9
Panteleius Epic.
10.33333
6
62
Pherenicus Epic.
10.66667
3
32
[Aristeas] Epic.
11.14286
7
78
Theolytus Epic.
11.5
2
23
Theopompus Epic.
11.5
2
23
Julius Epic.
12
3
36
Rhianus Epic.
12.74441
313
3989
Pisander Epic.
13
5
65
Demosthenes Epic.
13.10256
39
511
Hegesianax Astron. et Epic.
14.32075
53
759
Musaeus Grammaticus Epic.
14.38816
152
2187
Hegemon Epic.
14.45455
11
159
Menelaus Epic.
15
1
15
[Hegesinus] Epic.
15
2
30
Eumelus Epic.
15.8875
80
1271
Hesiodus Epic.
16.13158
1786
28811
Panyassis Epic.
17.7451
51
905
Colluthus Epic.
17.78788
132
2348
Quintus Epic.
17.85362
3484
62202
Naumachius Epic.
18
29
522
Diotimus Epic.
18.21053
19
346
Nicaenetus Epic.
18.3
20
366
Asius Eleg. et Epic.
18.83333
6
113
Moero Epic.
20.44444
9
184
Hermonax Epic.
21.33333
3
64
Christodorus Epic.
22.43307
127
2849
Aratus Astron. et Epic.
22.82857
385
8789
Pamprepius Epic.
23.44928
69
1618
Triphiodorus Epic. et Gramm.
24.1875
176
4257
Theodotus Judaeus Epic.
24.42857
14
342
Philo Judaeus Senior Epic.
24.66667
6
148
Arrianus Epic.
26
1
26
Homerus Epic.Homer
27.38812
7423
203302
Nicander Epic.
29.52195
410
12104
Pancrates Epic.
29.625
16
474
Antagoras Epic.
30
6
180
Apollonius Rhodius Epic.
30.29253
1299
39350
Oppianus Epic.
30.4574
446
13584
Maiistas Epic.
30.46667
15
457
Nonnus Epic.
31.04465
4905
152274
Euphorion Epic.
39.2716
81
3181
[Boeus] Epic.
41.5
2
83
Antimachus Eleg. et Epic.
41.64103
39
1624
Choerilus Epic.
45.80952
21
962
In [85]:
authors = list(df.columns.values)
dict_gen = {}
for author in authors:
if ' Comic.' in author:
dict_gen[author] = d[author]
df_comic = pd.DataFrame(dict_gen)
df_comic = df_comic.drop('tally_of_sent_word_lengths')
df_comic.T.sort('avg_words_per_sent', ascending=1)
Out[85]:
avg_words_per_sent
sent_count
word_count
Eumedes Comic.
3
1
3
Nausicrates Comic.
3
74
222
Sogenes Comic.
3
1
3
Timoxenus Comic.
3
1
3
Philocles Comic.
3
1
3
Philippus Comic.
3.5
2
7
Biottus Comic.
4
1
4
Chaerion Comic.
4
1
4
Paramonus Comic.
4
1
4
Stephanus Comic.
4.75
16
76
Blaesus Comic.
5
2
10
Alcimenes Comic.
5
1
5
[Menippus] Comic.
5
3
15
[Heraclitus] Comic.
5
1
5
Xeno Comic.
5
5
25
Callicrates Comic.
5
1
5
Eriphus Comic.
5.302632
76
403
Callias Comic.
5.557692
52
289
Epigenes Comic.
5.619048
42
236
Nico Comic.
5.714286
7
40
Nicomachus Comic.
5.725664
113
647
Epinicus Comic.
5.791667
48
278
Cantharus Comic.
5.857143
14
82
Arcesilaus Comic.
6
2
12
Eunicus Comic.
6
3
18
Phormis Comic.
6
1
6
Euangelus Comic.
6.172414
29
179
Hipparchus Comic.
6.241379
29
181
Philemon Junior Comic.
6.387097
31
198
Damoxenus Comic.
6.416185
173
1110
Dioxippus Comic.
6.434783
23
148
Euphanes Comic.
6.5
2
13
Augeas Comic.
6.5
4
26
Euclides Comic. vel Iamb.
6.5
2
13
Sciras Comic.
6.5
2
13
Aristophanes Comic.
6.572004
18138
119203
Straton Comic.
6.602837
141
931
Chariclides Comic.
6.666667
3
20
Clearchus Comic.
6.806452
31
211
Timostratus Comic.
6.818182
11
75
Theophilus Comic.
6.94382
89
618
Crobylus Comic.
6.978261
46
321
Simylus Comic.
7
1
7
Apollonius Comic.
7
2
14
Aristomenes Comic.
7.26087
23
167
Nicostratus Comic.
7.324503
151
1106
Menecrates Comic.
7.333333
3
22
Rhinthon Comic.
7.333333
9
66
Ecphantides Comic.
7.4
5
37
Diophantus Comic.
7.5
2
15
Sophilus Comic.
7.88
25
197
[Dionysius Scymnaeus] Trag. vel Comic.
8
1
8
Thugenides Comic.
8
4
32
Diocles Comic.
8.125
24
195
Philonides Comic.
8.181818
22
180
Archippus Comic.
8.234568
81
667
Ephippus Comic.
8.284946
186
1541
Anaxilas Comic.
8.297619
168
1394
Pherecrates Comic.
8.509499
579
4927
Lynceus Comic.
8.540541
37
316
Dionysius Comic.
8.649254
134
1159
Magnes Comic.
8.666667
12
104
Nicochares Comic.
8.703704
27
235
Sannyrion Comic.
8.705882
17
148
Plato Comic.
8.760684
468
4100
Amipsias Comic.
8.924528
53
473
Eubulides Comic.
9
3
27
Antiphanes Comic.
9.008275
1571
14152
Cephisodorus Comic.
9.05
20
181
Theopompus Comic.
9.067568
148
1342
Crates Comic.
9.089109
101
918
Alexis Comic.
9.231646
1580
14586
Philetaerus Comic.
9.462687
67
634
Eubulus Comic.
9.462898
566
5356
Phrynichus Comic.
9.482759
116
1100
Archedicus Comic.
9.5
36
342
Antidotus Comic.
9.533333
15
143
Menander Comic.
9.534928
8861
84489
Diphilus Comic.
9.583864
471
4514
Alcaeus Comic.
9.638889
36
347
Lysippus Comic.
9.692308
26
252
Ophelio Comic.
9.714286
7
68
Phoenicides Comic.
9.829268
41
403
Sosipater Comic.
9.87013
77
760
Athenio Comic.
9.929825
57
566
Eudoxus Comic.
10
1
10
Timocles Comic.
10.1097
237
2396
Cratinus Comic.
10.15548
566
5748
Aristophon Comic.
10.5
88
924
Dromo Comic.
10.55556
9
95
Anaxippus Comic.
10.60976
82
870
Philippides Comic.
10.62353
85
903
Bato Comic.
10.66667
69
736
Alexander Comic.
10.77778
9
97
Aristonymus Comic.
10.83333
6
65
Philyllius Comic.
10.92683
41
448
Epicrates Comic.
10.97872
94
1032
Chionides Comic.
11
12
132
Heniochus Comic.
11.04545
44
486
Cratinus Junior Comic.
11.16216
37
413
Myrtilus Comic.
11.25
4
45
Polyzelus Comic.
11.33333
18
204
Heraclides Comic.
11.4
5
57
Demetrius Junior Comic.
11.45455
11
126
Hermippus Comic.
11.45783
166
1902
Apollophanes Comic.
11.5
8
92
Amphis Comic.
11.52857
140
1614
[Callippus] Comic.
11.66667
3
35
Sopater Comic.
11.66667
27
315
Euphro Comic.
11.70707
99
1159
Anaxandrides Comic.
11.71004
269
3150
Posidippus Comic.
11.79091
110
1297
Susarion Comic.
11.875
8
95
Araros Comic.
12
18
216
Philemon Comic.
12.23237
723
8844
Metagenes Comic.
12.30556
36
443
Eupolis Comic.
12.328
750
9246
Epilycus Comic.
12.33333
6
74
Xenarchus Comic.
12.45333
75
934
Sotades Comic.
12.63889
36
455
Mnesimachus Comic.
12.67606
71
900
Hegesippus Comic.
12.78378
37
473
Laon Comic.
12.8
5
64
Teleclides Comic.
12.85714
63
810
Demetrius Comic.
13.36364
11
147
Apollodorus Comic.
13.55556
9
122
Nicophon Comic.
13.56
25
339
Philiscus Comic.
13.5625
16
217
Leuco Comic.
14
3
42
Aristagoras Comic.
14.2
5
71
Theognetus Comic.
14.30769
13
186
Euthycles Comic.
14.33333
3
43
Sosicrates Comic.
14.5
10
145
Epicharmus Comic. et Pseudepicharmea
14.75281
623
9191
Axionicus Comic.
14.90476
42
626
Apollodorus Carystius vel Apollodorus Gelous Comic.
15.01754
57
856
Strattis Comic.
15.93496
123
1960
Nicolaus Comic.
16.75758
33
553
Dinolochus Comic.
17
2
34
Autocrates Comic.
17
5
85
Timotheus Comic.
17.4
5
87
Dexicrates Comic.
17.5
2
35
Demonicus Comic.
18.66667
3
56
Philostephanus Comic.
19
3
57
Crito Comic.
22.2
5
111
Machon Comic.
22.53191
141
3177
Poliochus Comic.
23.6
5
118
Diodorus Comic.
23.80769
26
619
In [86]:
authors = list(df.columns.values)
dict_gen = {}
for author in authors:
if ' Trag.' in author:
dict_gen[author] = d[author]
df_trag = pd.DataFrame(dict_gen)
df_trag = df_trag.drop('tally_of_sent_word_lengths')
df_trag.T.sort('avg_words_per_sent', ascending=1)
Out[86]:
avg_words_per_sent
sent_count
word_count
Meletus Junior Trag.
3
1
3
Hera[clides] Trag.
3
3
9
Theodorides Trag.
3
3
9
[Ath]enodorus Trag.
3
1
3
Pamphilus Trag.
3
1
3
Ptolemaeus IV Philopator Trag.
3
1
3
Silenus Trag.
3
1
3
Melito Trag.
3
1
3
Archestratus Trag.
3
1
3
Callistratus Trag.
3.333333
3
10
Theognis Trag.
4
1
4
Anaxion Trag.
4
1
4
Polyphrasmon Trag.
4
1
4
Timotheus Trag.
4
1
4
Phrynichus II Trag.
4
1
4
Theudo[tus] Trag.
4
1
4
Harmodius Trag.
4
1
4
Euripides II Trag.
5
1
5
Polemaeus Trag.
5
1
5
Theodorus Trag.
5
1
5
Sophocles Junior Trag.
5
1
5
Euaretus Trag.
6
3
18
Spintharus Trag.
6
1
6
Aeschylus Trag.
6.857143
7
48
Timocles Trag.
7.2
5
36
Melanthius Eleg. et Trag.
7.5
2
15
[Dionysius Scymnaeus] Trag. vel Comic.
8
1
8
Apollodorus Trag.
8
1
8
Morsimus Trag.
9
1
9
Euripides Trag.
9.208732
20821
191735
Sophocles Trag.
10.61502
7499
79602
Demetrius Trag.
12
1
12
Melanthius Trag.
13
1
13
Cleophon Trag.
13
1
13
Zopyrus Trag.
14
1
14
Philiscus Trag.
14
1
14
Neophron Trag.
14.7
10
147
Zenodotus Trag.
15
1
15
Carcinus Trag.
15
1
15
Serapion Trag.
15
1
15
Sthenelus Trag.
15
1
15
Achaeus Trag.
15.35484
31
476
Ezechiel Trag.
15.38889
108
1662
Pratinas Trag.
15.5
18
279
Mimnermus Trag.
15.5
2
31
Xenocles Trag.
15.5
2
31
Patrocles Trag.
16
3
48
Biotus Trag.
16
1
16
Critias Eleg., Phil. et Trag.
17.40898
423
7364
Cleaenetus Trag.
19
1
19
Aristias Trag.
20.66667
3
62
Timesitheus Trag.
22
1
22
Alexander Lyr. et Trag.
22.89286
28
641
Python Trag.
24
5
120
Lycophron Trag.
24.19243
317
7669
[Polyidus] Trag.
25
1
25
Thespis Trag.
25.33333
3
76
Heliodorus Trag.
26.27273
11
289
Sositheus Trag.
27.83333
6
167
Diogenes Trag.
29
2
58
Aristarchus Trag.
29.75
4
119
Isidorus Trag.
31
1
31
Choerilus Trag.
33
1
33
Theodectas Trag.
34
14
476
[Hippothoon] Trag.
35
2
70
Philocles Trag.
36
1
36
Carcinus Junior Trag.
37
6
222
Apollonides Trag.
42
1
42
Iophon Trag.
42
1
42
[Sclerias] Trag.
43
1
43
Nicomachus Trag.
43
1
43
Antiphon Trag.
43
1
43
Moschion Trag.
46.33333
9
417
Sosiphanes Trag.
46.5
2
93
Dicaeogenes Trag.
51
1
51
Diogenes Phil. et Trag.
62.66667
3
188
Astydamas Trag.
63.57143
7
445
Chaeremon Trag.
72
7
504
Agathon Trag.
151.5
2
303
Phrynichus Trag.
209
1
209
In [87]:
authors = list(df.columns.values)
dict_gen = {}
for author in authors:
if ' Rhet.' in author:
dict_gen[author] = d[author]
df_rhet = pd.DataFrame(dict_gen)
df_rhet = df_rhet.drop('tally_of_sent_word_lengths')
df_rhet.T.sort('avg_words_per_sent', ascending=1)
Out[87]:
avg_words_per_sent
sent_count
word_count
Eudemus Rhet.
4.404624
519
2286
Aphareus Rhet.
9
2
18
Cineas Rhet.
10.08696
23
232
Joannes Pediasimus Philol. et Rhet.
11.29617
1148
12968
Demades Orat. et Rhet.
11.51858
565
6508
Thrasymachus Rhet. et Soph.
11.696
125
1462
Antisthenes Phil. et Rhet.
11.76676
686
8072
Amphicrates Rhet.
12
6
72
Aelius Herodianus et Pseudo-Herodianus Gramm. et Rhet.
13.70733
37171
509515
Gorgias Rhet. et Soph.
14.78783
674
9967
Demetrius Rhet.
15.86614
127
2015
Procopius Rhet. et Scr. Eccl.
18.50784
13705
253650
Polyaenus Rhet.
18.52891
4203
77877
Alciphron Rhet. et Soph.
18.78606
1047
19669
Adrianus Rhet. et Soph.
19
15
285
Bato Hist. et Rhet.
19.11765
34
650
Tiberius Rhet.
19.59036
249
4878
Aphthonius Rhet.
19.84444
405
8037
Libanius Rhet. et Soph.
19.92132
38981
776553
Favorinus Phil. et Rhet.
23.32481
665
15511
Marcus Cornelius Fronto Rhet.
23.43791
153
3586
Anaximenes Hist. et Rhet.
23.62404
1040
24569
Diodorus Rhet.
23.64516
31
733
Anonymus Seguerianus Rhet.
23.74074
378
8974
Cephalion Hist. et Rhet.
24.27642
123
2986
[Demetrius] Rhet.
24.74801
627
15517
Choricius Rhet. et Soph.
24.91638
4006
99815
Aeneas Phil. et Rhet.
25.31445
706
17872
Polybius Rhet.
25.56923
65
1662
Valerius Apsines Rhet.
25.89862
799
20693
Cassius Longinus Phil. et Rhet.
26.68881
286
7633
Ulpianus Gramm. et Rhet.
27.19205
151
4106
Alexander Rhet. et Soph.
27.49833
299
8222
Joannes Rhet.
28.14035
57
1604
Aelius Aristides Rhet.
28.31789
11400
322824
Alcidamas Rhet.
29.76562
128
3810
Priscus Hist. et Rhet.
29.81949
626
18667
Philiscus Rhet.
30
2
60
Minucianus Junior Rhet.
30.02778
72
2162
Themistius Phil. et Rhet.
31.12527
11240
349848
Oecumenius Phil. et Rhet.
31.39327
2080
65298
[Longinus] Rhet.Pseudo-Longinus
31.87032
401
12780
Cyrus Rhet.
32
72
2304
Menander Rhet.
32.02453
897
28726
Nicolaus Rhet. et Soph.
32.84152
448
14713
Lesbonax Rhet.
34.05479
73
2486
Dionysius Halicarnassensis Hist. et Rhet.
35.28535
11852
418202
Anonymi In Aristotelis Artem Rhetoricam Rhet.
35.34886
2855
100921
Hermogenes Rhet.
35.58941
2304
81998
Anonymi In Aphthonium Rhet.
37.17094
117
4349
Nicetas Choniates Hist., Scr. Eccl. et Rhet.
37.91357
4223
160109
Aelius Theon Rhet.
37.96258
481
18260
Timolaus Rhet.
38
1
38
Anonymi In Hermogenem Rhet.
38.02103
6324
240445
Joannes Doxapatres Rhet.
40.10777
566
22701
Trophonius Rhet. et Soph.
41.125
72
2961
Sopater Rhet.
41.60153
3531
146895
Maximus Rhet.
43.89552
67
2941
Alexander Rhet.
84.66667
3
254
Saving the dataframe to comma–separated–values may be useful for use in other, non–Python programs (download here).
In [89]:
# Starting read of source file from the beginning again
with open(abs_path) as f:
r = f.read()
d = ast.literal_eval(r)
for x in d:
y = d[x]
tally = d[x]['tally_of_sent_word_lengths']
z = dict(list(y.items()) + list(tally.items()))
del z['tally_of_sent_word_lengths']
d[x] = z
df = pd.DataFrame(d)
df.T.to_csv('tlg_auth_word_sentence_v3.csv')
Content source: kylepjohnson/notebooks
Similar notebooks: