About¶

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.

Tokenize and count¶

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()

Views¶

Next, I offer some simple views of the file tlg_auth_sent_data_v3.txt using the data analysis library Pandas.

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)

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)

# generate the Pandas DataFrame
df = pd.DataFrame(d)

All authors sorted by average words per sentence¶

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).

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')

df.T.sort('avg_words_per_sent', ascending=1)

Historians sorted by average words per sentence¶

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)

Philosophers sorted by average words per sentence¶

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)

Medical writers sorted by average words per sentence¶

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)

Romance writers sorted by average words per sentence¶

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)

Theologians sorted by average words per sentence¶

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)

Epic writers sorted by average words per sentence¶

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)

Comedians sorted by average words per sentence¶

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)

Tragedians sorted by average words per sentence¶

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)

Rhetoricians sorted by average words per sentence¶

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)

Save to CSV¶

Saving the dataframe to comma–separated–values may be useful for use in other, non–Python programs (download here).

# 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')

	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

	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

	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

	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

	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

	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

	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

	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

	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