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.


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)

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).


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
Suda€Suidas 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 Graeca€AG 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 Testamentum€New 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 Aristotelicum€Aristotle 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 Homerici€Homeric 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

Historians sorted by average words per sentence


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

Philosophers sorted by average words per sentence


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 Aristotelicum€Aristotle 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

Medical writers sorted by average words per sentence


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

Romance writers sorted by average words per sentence


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

Theologians sorted by average words per sentence


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

Epic writers sorted by average words per sentence


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

Comedians sorted by average words per sentence


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

Tragedians sorted by average words per sentence


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

Rhetoricians sorted by average words per sentence


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

Save to CSV

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')