In [1]:
import textusreceptus as tr
tr.dataframe.describe()


Retrieving data from local csv copy...
Out[1]:
orig_chapter orig_verse total_isopsephy
count 7958.000000 7958.000000 7958.000000
mean 10.137723 18.877230 10164.505026
std 7.246803 13.746246 4248.541024
min 1.000000 1.000000 513.000000
25% 4.000000 8.000000 7038.250000
50% 9.000000 16.000000 9593.500000
75% 15.000000 27.000000 12794.000000
max 28.000000 80.000000 32352.000000

In [2]:
res = tr.textus_vocabulary
res


Out[2]:
α ααρων αβαδδων αβαρη αββα αβελ αβια αβιαθαρ αβιληνης αβιουδ ... ωφεληθησαν ωφελησει ωφελησεν ωφελησω ωφελιμα ωφελιμος ωφελουμαι ωφθη ωφθην ωφθησαν
0 G1 G2 G3 G4 G5 G6 G7 G8 G9 G10 ... G5623 G5623 G5623 G5623 G5624 G5624 G5623 G3700 G3700 G3700
1 N-LI N-PRI N-PRI A-ASM N-PRI N-PRI N-PRI N-PRI N-GSF N-PRI ... V-API-3P V-FAI-3S V-AAI-3S V-FAI-1S A-NPN A-NSM V-PPI-1S V-API-3S V-API-1S V-API-3P
2 1 952 862 112 6 38 14 124 309 487 ... 1611 1558 1598 2343 1386 1655 1856 1317 1367 1568
3 a aarwn abaddwn abarh abba abel abia abiaqar abilhnhs abioud ... wfelhqhsan wfelhsei wfelhsen wfelhsw wfelima wfelimos wfeloumai wfqh wfqhn wfqhsan

4 rows × 17246 columns


In [3]:
tr.dataframe[tr.dataframe['orig_book_index'] == "Revelation"]


Out[3]:
orig_book_index orig_chapter orig_verse text text_isopsephy total_isopsephy
7553 Revelation 1 1 αποκαλυψις ιησου χριστου ην εδωκεν αυτω ο θεος... [1512, 688, 1680, 58, 884, 1501, 70, 284, 90, ... 18825
7554 Revelation 1 2 ος εμαρτυρησεν τον λογον του θεου και την μαρτ... [270, 1209, 420, 223, 770, 484, 31, 358, 1002,... 7785
7555 Revelation 1 3 μακαριος ο αναγινωσκων και οι ακουοντες τους λ... [442, 70, 1985, 31, 80, 1116, 970, 773, 508, 1... 11212
7556 Revelation 1 4 ιωαννης ταις επτα εκκλησιαις ταις εν τη ασια χ... [1119, 511, 386, 504, 511, 55, 308, 212, 911, ... 16185
7557 Revelation 1 5 και απο ιησου χριστου ο μαρτυς ο πιστος ο πρωτ... [31, 151, 688, 1680, 70, 1041, 70, 860, 70, 20... 23023
7558 Revelation 1 6 και εποιησεν ημας βασιλεις και ιερεις τω θεω κ... [31, 428, 249, 458, 31, 330, 1100, 814, 31, 49... 13077
7559 Revelation 1 7 ιδου ερχεται μετα των νεφελων και οψεται αυτον... [484, 1021, 346, 1150, 1440, 31, 1086, 821, 28... 14062
7560 Revelation 1 8 εγω ειμι το α και το ω αρχη και τελος λεγει ο ... [808, 65, 370, 1, 31, 370, 800, 709, 31, 605, ... 8925
7561 Revelation 1 9 εγω ιωαννης ο και αδελφος υμων και συγκοινωνος... [808, 1119, 70, 31, 810, 1290, 31, 1873, 55, 3... 20420
7562 Revelation 1 10 εγενομην εν πνευματι εν τη κυριακη ημερα και η... [231, 55, 886, 55, 308, 559, 154, 31, 699, 116... 7790
7563 Revelation 1 11 λεγουσης εγω ειμι το α και το ω ο πρωτος και ο... [916, 808, 65, 370, 1, 31, 370, 800, 70, 1550,... 17377
7564 Revelation 1 12 και επεστρεψα βλεπειν την φωνην ητις ελαλησεν ... [31, 1396, 182, 358, 1408, 518, 329, 345, 515,... 10031
7565 Revelation 1 13 και εν μεσω των επτα λυχνιων ομοιον υιω ανθρωπ... [31, 55, 1045, 1150, 386, 1940, 310, 1210, 151... 14167
7566 Revelation 1 14 η δε κεφαλη αυτου και αι τριχες λευκαι ωσει ερ... [8, 9, 564, 1171, 31, 11, 1215, 466, 1015, 235... 12282
7567 Revelation 1 15 και οι ποδες αυτου ομοιοι χαλκολιβανω ως εν κα... [31, 80, 359, 1171, 270, 1614, 1000, 55, 921, ... 14682
7568 Revelation 1 16 και εχων εν τη δεξια αυτου χειρι αστερας επτα ... [31, 1455, 55, 308, 80, 1171, 725, 807, 386, 3... 17009
7569 Revelation 1 17 και οτε ειδον αυτον επεσα προς τους ποδας αυτο... [31, 375, 139, 821, 291, 450, 970, 355, 1171, ... 14839
7570 Revelation 1 18 και ο ζων και εγενομην νεκρος και ιδου ζων ειμ... [31, 70, 857, 31, 231, 445, 31, 484, 857, 65, ... 13388
7571 Revelation 1 19 γραψον α ειδες και α εισιν και α μελλει γινεσθ... [924, 1, 224, 31, 1, 275, 31, 1, 120, 288, 346... 3244
7572 Revelation 1 20 το μυστηριον των επτα αστερων ων ειδες επι της... [370, 1178, 1150, 386, 1456, 850, 224, 95, 508... 18490
7573 Revelation 2 1 τω αγγελω της εφεσινης εκκλησιας γραψον ταδε λ... [1100, 842, 508, 978, 494, 924, 310, 53, 70, 1... 19699
7574 Revelation 2 2 οιδα τα εργα σου και τον κοπον σου και την υπο... [85, 301, 109, 670, 31, 420, 290, 670, 31, 358... 16445
7575 Revelation 2 3 και εβαστασας και υπομονην εχεις και δια το ον... [31, 910, 31, 768, 820, 31, 15, 370, 231, 510,... 4959
7576 Revelation 2 4 αλλ εχω κατα σου οτι την αγαπην σου την πρωτην... [61, 1405, 322, 670, 380, 358, 143, 670, 358, ... 6435
7577 Revelation 2 5 μνημονευε ουν ποθεν εκπεπτωκας και μετανοησον ... [668, 520, 214, 1511, 31, 794, 31, 301, 1281, ... 14940
7578 Revelation 2 6 αλλα τουτο εχεις οτι μισεις τα εργα των νικολα... [62, 1140, 820, 380, 465, 301, 109, 1150, 1341... 7643
7579 Revelation 2 7 ο εχων ους ακουσατω τι το πνευμα λεγει ταις εκ... [70, 1455, 670, 1792, 310, 370, 576, 53, 511, ... 20433
7580 Revelation 2 8 και τω αγγελω της εκκλησιας σμυρναιων γραψον τ... [31, 1100, 842, 508, 494, 1651, 924, 310, 53, ... 10469
7581 Revelation 2 9 οιδα σου τα εργα και την θλιψιν και την πτωχει... [85, 670, 301, 109, 31, 358, 809, 31, 358, 184... 15634
7582 Revelation 2 10 μηδεν φοβου α μελλεις πασχειν ιδου μελλει βαλε... [107, 1042, 1, 320, 946, 484, 120, 98, 65, 129... 17350
... ... ... ... ... ... ...
7928 Revelation 21 19 και οι θεμελιοι του τειχους της πολεως παντι λ... [31, 80, 179, 770, 1585, 508, 1185, 441, 849, ... 16734
7929 Revelation 21 20 ο πεμπτος σαρδονυξ ο εκτος σαρδιος ο εβδομος χ... [70, 775, 885, 70, 595, 585, 70, 391, 1689, 70... 14616
7930 Revelation 21 21 και οι δωδεκα πυλωνες δωδεκα μαργαριται ανα ει... [31, 80, 834, 1565, 834, 566, 52, 215, 796, 11... 16121
7931 Revelation 21 22 και ναον ουκ ειδον εν αυτη ο γαρ κυριος ο θεος... [31, 171, 490, 139, 55, 709, 70, 104, 800, 70,... 7292
7932 Revelation 21 23 και η πολις ου χρειαν εχει του ηλιου ουδε της ... [31, 8, 390, 470, 766, 620, 770, 518, 479, 508... 14648
7933 Revelation 21 24 και τα εθνη των σωζομενων εν τω φωτι αυτης περ... [31, 301, 72, 1150, 2022, 55, 1100, 1610, 909,... 15252
7934 Revelation 21 25 και οι πυλωνες αυτης ου μη κλεισθωσιν ημερας ν... [31, 80, 1565, 909, 470, 48, 1334, 354, 510, 1... 6451
7935 Revelation 21 26 και οισουσιν την δοξαν και την τιμην των εθνων... [31, 1010, 358, 185, 31, 358, 408, 1150, 914, ... 5419
7936 Revelation 21 27 και ου μη εισελθη εις αυτην παν κοινουν και πο... [31, 470, 48, 267, 215, 759, 131, 670, 31, 680... 10600
7937 Revelation 22 1 και εδειξεν μοι καθαρον ποταμον υδατος ζωης λα... [31, 139, 120, 251, 611, 975, 1015, 371, 1000,... 10859
7938 Revelation 22 2 εν μεσω της πλατειας αυτης και του ποταμου εντ... [55, 1045, 508, 627, 909, 31, 770, 961, 824, 3... 19882
7939 Revelation 22 3 και παν καταναθεμα ουκ εσται ετι και ο θρονος ... [31, 131, 428, 490, 516, 315, 31, 70, 499, 770... 11610
7940 Revelation 22 4 και οψονται το προσωπον αυτου και το ονομα αυτ... [31, 1201, 370, 1450, 1171, 31, 370, 231, 1171... 10897
7941 Revelation 22 5 και νυξ ουκ εσται εκει και χρειαν ουκ εχουσιν ... [31, 510, 490, 516, 40, 31, 766, 490, 1335, 15... 19432
7942 Revelation 22 6 και ειπεν μοι ουτοι οι λογοι πιστοι και αληθιν... [31, 150, 120, 850, 80, 183, 670, 31, 188, 31,... 13748
7943 Revelation 22 7 ιδου ερχομαι ταχυ μακαριος ο τηρων τους λογους... [484, 826, 1301, 442, 70, 1258, 970, 773, 508,... 10740
7944 Revelation 22 8 και εγω ιωαννης ο βλεπων ταυτα και ακουων και ... [31, 808, 1119, 70, 967, 1002, 31, 1341, 31, 3... 15744
7945 Revelation 22 9 και λεγει μοι ορα μη συνδουλος σου γαρ ειμι κα... [31, 53, 120, 171, 48, 1424, 670, 104, 65, 31,... 19983
7946 Revelation 22 10 και λεγει μοι μη σφραγισης τους λογους της προ... [31, 53, 120, 48, 1222, 970, 773, 508, 1274, 7... 9860
7947 Revelation 22 11 ο αδικων αδικησατω ετι και ο ρυπων ρυπωσατω ετ... [70, 885, 1344, 315, 31, 70, 1430, 2681, 315, ... 11866
7948 Revelation 22 12 και ιδου ερχομαι ταχυ και ο μισθος μου μετ εμο... [31, 484, 826, 1301, 31, 70, 529, 510, 345, 51... 9939
7949 Revelation 22 13 εγω ειμι το α και το ω αρχη και τελος ο πρωτος... [808, 65, 370, 1, 31, 370, 800, 709, 31, 605, ... 6887
7950 Revelation 22 14 μακαριοι οι ποιουντες τας εντολας αυτου ινα εσ... [252, 80, 1185, 501, 656, 1171, 61, 516, 8, 74... 13638
7951 Revelation 22 15 εξω δε οι κυνες και οι φαρμακοι και οι πορνοι ... [865, 9, 80, 675, 31, 80, 742, 31, 80, 380, 31... 9583
7952 Revelation 22 16 εγω ιησους επεμψα τον αγγελον μου μαρτυρησαι υ... [808, 888, 831, 420, 162, 510, 1160, 500, 1002... 11820
7953 Revelation 22 17 και το πνευμα και η νυμφη λεγουσιν ελθε και ο ... [31, 370, 576, 31, 8, 998, 768, 49, 31, 70, 13... 14205
7954 Revelation 22 18 συμμαρτυρουμαι γαρ παντι ακουοντι τους λογους ... [2102, 104, 441, 921, 970, 773, 508, 1274, 770... 18505
7955 Revelation 22 19 και εαν τις αφαιρη απο των λογων βιβλου της πρ... [31, 56, 510, 620, 151, 1150, 953, 514, 508, 1... 19838
7956 Revelation 22 20 λεγει ο μαρτυρων ταυτα ναι ερχομαι ταχυ αμην ν... [53, 70, 1791, 1002, 61, 826, 1301, 99, 61, 11... 7662
7957 Revelation 22 21 η χαρις του κυριου ημων ιησου χριστου μετα παν... [8, 911, 770, 1000, 898, 688, 1680, 346, 1281,... 8971

405 rows × 6 columns


In [66]:
import strongs, math
from isopsephy import isopsephy

def primes(n):
    n = int(n)
    divisors = tuple(d for d in range(2, n//2+1) if n % d == 0)
    return tuple(d for d in divisors if all(d % od != 0 for od in divisors if od != d)) if len(divisors) else tuple([n])

temp_dict = {}

def get_root(lemma):
    if lemma not in temp_dict:
        temp_dict[lemma] = strongs.find(lemma+'$', 'lemma')
    return temp_dict[lemma]

def get_root_word(lemma):
    return ''.join(get_root(lemma).word)

def get_root_translation(lemma):
    return ''.join(get_root(lemma).translation)

sqrt2 = math.sqrt(2)
sqrt3 = math.sqrt(3)
sqrt5 = math.sqrt(5)
sqrt6 = math.sqrt(6)
pi = math.pi
phi = (1+sqrt5)/2

def ratios(x):
    x=int(x)
    return tuple(map(round, [x/sqrt2, x*sqrt2, x/sqrt3, x*sqrt3, x/sqrt5, x*sqrt5, x/sqrt6, x*sqrt6, x/phi, x*phi, x/pi, x*pi]))

def occurrences(word, df):
    return ', '.join(df[df['text'].str.contains(" %s |^%s | %s$" % (word, word, word))].location)

In [67]:
# revelation words in order
rev = tr.dataframe[tr.dataframe['orig_book_index'] == "Revelation"].copy()
rev['location'] = rev['orig_chapter'].astype(str) + ":" + rev['orig_verse'].astype(str)
words = ' '.join(rev.text).split(" ")
# get word data from vocabulary
df = tr.textus_vocabulary.T.ix[words]
# filter columns
df = df[df[1].str.contains("^A-|ADV|^G|HEB|^N-|^V-")]
# add base word column
df[3] = df[3].map(lambda roman: roman.replace('w', 'ō').replace('h', 'ē').replace('q', 'th').replace('y', 'ps'))
# add base word column
df['root'] = df[0].map(lambda lemma: get_root_word(lemma))
# add translation column
df['root_translation'] = df[0].map(lambda lemma: get_root_translation(lemma))
# adding word isopsephy value to the dataframe
df['root_isopsephy'] = df['root'].map(lambda x: isopsephy(x))
df['primes'] = df[2].map(lambda x: primes(x))
df['root_primes'] = df['root_isopsephy'].map(lambda x: primes(x))
df['geometry'] = df[2].map(lambda x: ratios(x))
df['root_geometry'] = df['root_isopsephy'].map(lambda x: ratios(x))
df['occurrences'] = df.index.map(lambda x: occurrences(x, rev))

In [68]:
df


Out[68]:
0 1 2 3 root root_translation root_isopsephy primes root_primes geometry root_geometry occurrences
αποκαλυψις G602 N-NSF 1512 apokalupsis αποκαλυψις disclosure 1512 (2, 3, 7) (2, 3, 7) (1069, 2138, 873, 2619, 676, 3381, 617, 3704, ... (1069, 2138, 873, 2619, 676, 3381, 617, 3704, ... 1:1
ιησου G2424 N-GSM 688 iēsou Ιησους Jesus (i.e. Jehoshua), the name of our Lord an... 888 (2, 43) (2, 3, 37) (486, 973, 397, 1192, 308, 1538, 281, 1685, 42... (628, 1256, 513, 1538, 397, 1986, 363, 2175, 5... 1:1, 1:2, 1:5, 1:9, 12:17, 14:12, 17:6, 19:10,...
χριστου G5547 N-GSM 1680 xristou Χριστος anointed, i.e. the Messiah, an epithet of Jesus 1480 (2, 3, 5, 7) (2, 5, 37) (1188, 2376, 970, 2910, 751, 3757, 686, 4115, ... (1047, 2093, 854, 2563, 662, 3309, 604, 3625, ... 1:1, 1:2, 1:5, 1:9, 11:15, 12:10, 12:17, 20:4,...
ην G2258 V-IXI-3S 58 ēn ην I (thou, etc.) was (wast or were) 58 (2, 29) (2, 29) (41, 82, 33, 100, 26, 130, 24, 142, 36, 94, 18... (41, 82, 33, 100, 26, 130, 24, 142, 36, 94, 18... 1:1, 1:4, 1:8, 4:1, 4:3, 4:8, 6:9, 9:10, 10:8,...
εδωκεν G1325 V-AAI-3S 884 edōken διδωμι to give (used in a very wide application, prop... 868 (2, 13, 17) (2, 7, 31) (625, 1250, 510, 1531, 395, 1977, 361, 2165, 5... (614, 1228, 501, 1503, 388, 1941, 354, 2126, 5... 1:1, 13:2, 13:4, 15:7, 17:17, 20:13
θεος G2316 N-NSM 284 theos θεος figuratively, a magistrate; by Hebraism, very 284 (2, 71) (2, 71) (201, 402, 164, 492, 127, 635, 116, 696, 176, ... (201, 402, 164, 492, 127, 635, 116, 696, 176, ... 1:1, 4:8, 7:17, 11:17, 15:3, 16:7, 17:17, 18:5...
δειξαι G1166 V-AAN 90 deicai δεικνυω to show (literally or figuratively) 1289 (2, 3, 5) (1289,) (64, 127, 52, 156, 40, 201, 37, 220, 56, 146, ... (911, 1823, 744, 2233, 576, 2882, 526, 3157, 7... 1:1, 22:6
δουλοις G1401 N-DPM 784 doulois δουλος a slave (literal or figurative, involuntary or... 774 (2, 7) (2, 3, 43) (554, 1109, 453, 1358, 351, 1753, 320, 1920, 4... (547, 1095, 447, 1341, 346, 1731, 316, 1896, 4... 1:1, 10:7, 11:18, 22:6
α G1 N-LI 1 a αν the first letter of the alphabet; figuratively... 51 (1,) (3, 17) (1, 1, 1, 2, 0, 2, 0, 2, 1, 2, 0, 3) (36, 72, 29, 88, 23, 114, 21, 125, 32, 83, 16,... 1:1, 1:4, 1:8, 1:11, 1:19, 2:6, 2:10, 3:2, 3:4...
δει G1163 V-PQI-3S 19 dei δει also deon deh-on'; neuter active participle of... 19 (19,) (19,) (13, 27, 11, 33, 8, 42, 8, 47, 12, 31, 6, 60) (13, 27, 11, 33, 8, 42, 8, 47, 12, 31, 6, 60) 1:1, 4:1, 10:11, 11:5, 13:10, 17:10, 20:3, 22:6
γενεσθαι G1096 V-2ADN 283 genesthai γινομαι to cause to be ("gen"-erate), i.e. (reflexivel... 184 (283,) (2, 23) (200, 400, 163, 490, 127, 633, 116, 693, 175, ... (130, 260, 106, 319, 82, 411, 75, 451, 114, 29... 1:1, 4:1, 22:6
ταχει G5034 N-DSN 916 taxei ταχος a brief space (of time), i.e. (with G1722 (τάχ... 1171 (2, 229) (1171,) (648, 1295, 529, 1587, 410, 2048, 374, 2244, 5... (828, 1656, 676, 2028, 524, 2618, 478, 2868, 7... 1:1, 2:5, 22:6
εσημανεν G4591 V-AAI-3S 359 esēmanen σημαινω of uncertain derivation); to indicate 1109 (359,) (1109,) (254, 508, 207, 622, 161, 803, 147, 879, 222, ... (784, 1568, 640, 1921, 496, 2480, 453, 2716, 6... 1:1
αποστειλας G649 V-AAP-NSM 897 aposteilas αποστελλω set apart, i.e. (by implication) to send out (... 1516 (3, 13, 23) (2, 379) (634, 1269, 518, 1554, 401, 2006, 366, 2197, 5... (1072, 2144, 875, 2626, 678, 3390, 619, 3713, ... 1:1
αγγελου G32 N-GSM 512 aggelou αγγελος compare G34 (ἄγγελος)) (to bring tidings); a m... 312 (2,) (2, 3, 13) (362, 724, 296, 887, 229, 1145, 209, 1254, 316... (221, 441, 180, 540, 140, 698, 127, 764, 193, ... 1:1, 8:4, 8:13, 10:7, 10:8, 10:10, 16:5, 21:17...
δουλω G1401 N-DSM 1304 doulō δουλος a slave (literal or figurative, involuntary or... 774 (2, 163) (2, 3, 43) (922, 1844, 753, 2259, 583, 2916, 532, 3194, 8... (547, 1095, 447, 1341, 346, 1731, 316, 1896, 4... 1:1
ιωαννη G2491 N-DSM 919 iōannē Ιωαννης Joannes (i.e. Jochanan), the name of four Isra... 1119 (919,) (3, 373) (650, 1300, 531, 1592, 411, 2055, 375, 2251, 5... (791, 1583, 646, 1938, 500, 2502, 457, 2741, 6... 1:1
εμαρτυρησεν G3140 V-AAI-3S 1209 emarturēsen μαρτυρεω to be a witness, i.e. testify (literally or fi... 1746 (3, 13, 31) (2, 3, 97) (855, 1710, 698, 2094, 541, 2703, 494, 2961, 7... (1235, 2469, 1008, 3024, 781, 3904, 713, 4277,... 1:2
λογον G3056 N-ASM 223 logon λογος something said (including the thought); by imp... 373 (223,) (373,) (158, 315, 129, 386, 100, 499, 91, 546, 138, 3... (264, 528, 215, 646, 167, 834, 152, 914, 231, ... 1:2, 1:9, 3:8, 3:10, 6:9, 12:11, 20:4
θεου G2316 N-GSM 484 theou θεος figuratively, a magistrate; by Hebraism, very 284 (2, 11) (2, 71) (342, 684, 279, 838, 216, 1082, 198, 1186, 299... (201, 402, 164, 492, 127, 635, 116, 696, 176, ... 1:2, 1:9, 2:7, 2:18, 3:1, 3:2, 3:12, 3:14, 4:5...
μαρτυριαν G3141 N-ASF 1002 marturian μαρτυρια evidence given (judicially or genitive case) 952 (2, 3, 167) (2, 7, 17) (709, 1417, 579, 1736, 448, 2241, 409, 2454, 6... (673, 1346, 550, 1649, 426, 2129, 389, 2332, 5... 1:2, 1:9, 6:9, 11:7, 12:17, 19:10, 20:4
ιησου G2424 N-GSM 688 iēsou Ιησους Jesus (i.e. Jehoshua), the name of our Lord an... 888 (2, 43) (2, 3, 37) (486, 973, 397, 1192, 308, 1538, 281, 1685, 42... (628, 1256, 513, 1538, 397, 1986, 363, 2175, 5... 1:1, 1:2, 1:5, 1:9, 12:17, 14:12, 17:6, 19:10,...
χριστου G5547 N-GSM 1680 xristou Χριστος anointed, i.e. the Messiah, an epithet of Jesus 1480 (2, 3, 5, 7) (2, 5, 37) (1188, 2376, 970, 2910, 751, 3757, 686, 4115, ... (1047, 2093, 854, 2563, 662, 3309, 604, 3625, ... 1:1, 1:2, 1:5, 1:9, 11:15, 12:10, 12:17, 20:4,...
ειδεν G1492 V-2AAI-3S 74 eiden ειδω used only in certain past tenses, the others b... 819 (2, 37) (3, 7, 13) (52, 105, 43, 128, 33, 165, 30, 181, 46, 120, ... (579, 1158, 473, 1419, 366, 1831, 334, 2006, 5... 1:2, 12:13
μακαριος G3107 A-NSM 442 makarios μακαριος supremely blest; by extension, fortunate, well... 442 (2, 13, 17) (2, 13, 17) (313, 625, 255, 766, 198, 988, 180, 1083, 273,... (313, 625, 255, 766, 198, 988, 180, 1083, 273,... 1:3, 16:15, 20:6, 22:7
αναγινωσκων G314 V-PAP-NSM 1985 anaginōskōn αναγινωσκω to know again, i.e. (by extension) to read 1935 (5, 397) (3, 5, 43) (1404, 2807, 1146, 3438, 888, 4439, 810, 4862,... (1368, 2737, 1117, 3352, 865, 4327, 790, 4740,... 1:3
ακουοντες G191 V-PAP-NPM 1116 akouontes ακουω to hear (in various senses) 1291 (2, 3, 31) (1291,) (789, 1578, 644, 1933, 499, 2495, 456, 2734, 6... (913, 1826, 745, 2236, 577, 2887, 527, 3162, 7... 1:3
λογους G3056 N-APM 773 logous λογος something said (including the thought); by imp... 373 (773,) (373,) (547, 1093, 446, 1339, 346, 1728, 316, 1893, 4... (264, 528, 215, 646, 167, 834, 152, 914, 231, ... 1:3, 22:7, 22:9, 22:10, 22:18
προφητειας G4394 N-GSF 1274 profēteias προφητεια prediction (scriptural or other) 1074 (2, 7, 13) (2, 3, 179) (901, 1802, 736, 2207, 570, 2849, 520, 3121, 7... (759, 1519, 620, 1860, 480, 2402, 438, 2631, 6... 1:3, 11:6, 19:10, 22:7, 22:10, 22:18, 22:19
τηρουντες G5083 V-PAP-NPM 1433 tērountes τηρεω perhaps akin to G2334 (τηρέω)); to guard (from... 1213 (1433,) (1213,) (1013, 2027, 827, 2482, 641, 3204, 585, 3510, ... (858, 1715, 700, 2101, 542, 2712, 495, 2971, 7... 1:3, 14:12
... ... ... ... ... ... ... ... ... ... ... ... ...
πληγας G4127 N-APF 322 plēgas πληγη a stroke; by implication, a wound; figurativel... 129 (2, 7, 23) (3, 43) (228, 455, 186, 558, 144, 720, 131, 789, 199, ... (91, 182, 74, 223, 58, 288, 53, 316, 80, 209, ... 15:1, 15:6, 16:9, 22:18
γεγραμμενας G1125 V-RPP-APF 448 gegrammenas γραφω to "grave", especially to write; figuratively,... 1404 (2, 7) (2, 3, 13) (317, 634, 259, 776, 200, 1002, 183, 1097, 277... (993, 1986, 811, 2432, 628, 3139, 573, 3439, 8... 22:18
βιβλιω G975 N-DSN 854 bibliō βιβλιον a roll 174 (2, 7, 61) (2, 3, 29) (604, 1208, 493, 1479, 382, 1910, 349, 2092, 5... (123, 246, 100, 301, 78, 389, 71, 426, 108, 28... 21:27, 22:18, 22:19
αφαιρη G851 V-PAS-3S 620 afairē αφαιρεω to remove (literally or figuratively) 1417 (2, 5, 31) (13, 109) (438, 877, 358, 1074, 277, 1386, 253, 1519, 38... (1002, 2004, 818, 2454, 634, 3169, 578, 3471, ... 22:19
λογων G3056 N-GPM 953 logōn λογος something said (including the thought); by imp... 373 (953,) (373,) (674, 1348, 550, 1651, 426, 2131, 389, 2334, 5... (264, 528, 215, 646, 167, 834, 152, 914, 231, ... 22:19
βιβλου G976 N-GSF 514 biblou βιβλος the inner bark of the papyrus, a written book,... 314 (2, 257) (2, 157) (363, 727, 297, 890, 230, 1149, 210, 1259, 318... (222, 444, 181, 544, 140, 702, 128, 769, 194, ... 3:5, 22:19
προφητειας G4394 N-GSF 1274 profēteias προφητεια prediction (scriptural or other) 1074 (2, 7, 13) (2, 3, 179) (901, 1802, 736, 2207, 570, 2849, 520, 3121, 7... (759, 1519, 620, 1860, 480, 2402, 438, 2631, 6... 1:3, 11:6, 19:10, 22:7, 22:10, 22:18, 22:19
αφαιρησει G851 V-FAI-3S 835 afairēsei αφαιρεω to remove (literally or figuratively) 1417 (5, 167) (13, 109) (590, 1181, 482, 1446, 373, 1867, 341, 2045, 5... (1002, 2004, 818, 2454, 634, 3169, 578, 3471, ... 22:19
θεος G2316 N-NSM 284 theos θεος figuratively, a magistrate; by Hebraism, very 284 (2, 71) (2, 71) (201, 402, 164, 492, 127, 635, 116, 696, 176, ... (201, 402, 164, 492, 127, 635, 116, 696, 176, ... 1:1, 4:8, 7:17, 11:17, 15:3, 16:7, 17:17, 18:5...
μερος G3313 N-ASN 415 meros μερος a division or share (literally or figuratively... 415 (5, 83) (5, 83) (293, 587, 240, 719, 186, 928, 169, 1017, 256,... (293, 587, 240, 719, 186, 928, 169, 1017, 256,... 20:6, 21:8, 22:19
βιβλου G976 N-GSF 514 biblou βιβλος the inner bark of the papyrus, a written book,... 314 (2, 257) (2, 157) (363, 727, 297, 890, 230, 1149, 210, 1259, 318... (222, 444, 181, 544, 140, 702, 128, 769, 194, ... 3:5, 22:19
ζωης G2222 N-GSF 1015 zōēs ζωη life (literally or figuratively) 815 (5, 7, 29) (5, 163) (718, 1435, 586, 1758, 454, 2270, 414, 2486, 6... (576, 1153, 471, 1412, 364, 1822, 333, 1996, 5... 2:7, 2:10, 3:5, 11:11, 13:8, 17:8, 20:12, 20:1...
πολεως G4172 N-GSF 1185 poleōs πολις a town (properly, with walls, of greater or le... 390 (3, 5, 79) (2, 3, 5, 13) (838, 1676, 684, 2052, 530, 2650, 484, 2903, 7... (276, 552, 225, 675, 174, 872, 159, 955, 241, ... 3:12, 11:8, 11:13, 14:20, 21:14, 21:19, 21:21,...
αγιας G40 A-GSF 215 agias αγιος sacred (physically, pure, morally blameless or... 284 (5, 43) (2, 71) (152, 304, 124, 372, 96, 481, 88, 527, 133, 34... (201, 402, 164, 492, 127, 635, 116, 696, 176, ... 22:19
γεγραμμενων G1125 V-RPP-GPN 1097 gegrammenōn γραφω to "grave", especially to write; figuratively,... 1404 (1097,) (2, 3, 13) (776, 1551, 633, 1900, 491, 2453, 448, 2687, 6... (993, 1986, 811, 2432, 628, 3139, 573, 3439, 8... 20:12, 22:19
βιβλιω G975 N-DSN 854 bibliō βιβλιον a roll 174 (2, 7, 61) (2, 3, 29) (604, 1208, 493, 1479, 382, 1910, 349, 2092, 5... (123, 246, 100, 301, 78, 389, 71, 426, 108, 28... 21:27, 22:18, 22:19
λεγει G3004 V-PAI-3S 53 legei λεγω properly, to "lay" forth, i.e. (figuratively) ... 838 (53,) (2, 419) (37, 75, 31, 92, 24, 119, 22, 130, 33, 86, 17,... (593, 1185, 484, 1451, 375, 1874, 342, 2053, 5... 1:8, 2:1, 2:7, 2:8, 2:11, 2:12, 2:17, 2:18, 2:...
μαρτυρων G3140 V-PAP-NSM 1791 marturōn μαρτυρεω to be a witness, i.e. testify (literally or fi... 1746 (3, 199) (2, 3, 97) (1266, 2533, 1034, 3102, 801, 4005, 731, 4387,... (1235, 2469, 1008, 3024, 781, 3904, 713, 4277,... 17:6, 22:20
ερχομαι G2064 V-PNI-1S 826 erxomai ερχομαι to come or go (in a great variety of applicati... 826 (2, 7, 59) (2, 7, 59) (584, 1168, 477, 1431, 369, 1847, 337, 2023, 5... (584, 1168, 477, 1431, 369, 1847, 337, 2023, 5... 2:5, 2:16, 3:11, 16:15, 22:7, 22:12, 22:20
ταχυ G5035 ADV 1301 taxu ταχυ shortly, i.e. without delay, soon, or (by surp... 1301 (1301,) (1301,) (920, 1840, 751, 2253, 582, 2909, 531, 3187, 8... (920, 1840, 751, 2253, 582, 2909, 531, 3187, 8... 2:16, 3:11, 11:14, 22:7, 22:12, 22:20
αμην G281 HEB 99 amēn αμην properly, firm, i.e. (figuratively) trustworth... 99 (3, 11) (3, 11) (70, 140, 57, 171, 44, 221, 40, 242, 61, 160, ... (70, 140, 57, 171, 44, 221, 40, 242, 61, 160, ... 1:6, 1:7, 1:18, 3:14, 5:14, 7:12, 19:4, 22:20,...
ερχου G2064 V-PNI-2S 1175 erxou ερχομαι to come or go (in a great variety of applicati... 826 (5, 47) (2, 7, 59) (831, 1662, 678, 2035, 525, 2627, 480, 2878, 7... (584, 1168, 477, 1431, 369, 1847, 337, 2023, 5... 6:1, 6:3, 6:5, 6:7, 22:20
κυριε G2962 N-VSM 535 kurie κυριος supreme in authority, i.e. (as noun) controlle... 800 (5, 107) (2, 5) (378, 757, 309, 927, 239, 1196, 218, 1310, 331... (566, 1131, 462, 1386, 358, 1789, 327, 1960, 4... 4:11, 7:14, 11:17, 15:3, 15:4, 16:5, 16:7, 22:20
ιησου G2424 N-GSM 688 iēsou Ιησους Jesus (i.e. Jehoshua), the name of our Lord an... 888 (2, 43) (2, 3, 37) (486, 973, 397, 1192, 308, 1538, 281, 1685, 42... (628, 1256, 513, 1538, 397, 1986, 363, 2175, 5... 1:1, 1:2, 1:5, 1:9, 12:17, 14:12, 17:6, 19:10,...
χαρις G5485 N-NSF 911 xaris χαρις graciousness (as gratifying), of manner or act... 911 (911,) (911,) (644, 1288, 526, 1578, 407, 2037, 372, 2231, 5... (644, 1288, 526, 1578, 407, 2037, 372, 2231, 5... 1:4, 22:21
κυριου G2962 N-GSM 1000 kuriou κυριος supreme in authority, i.e. (as noun) controlle... 800 (2, 5) (2, 5) (707, 1414, 577, 1732, 447, 2236, 408, 2449, 6... (566, 1131, 462, 1386, 358, 1789, 327, 1960, 4... 11:15, 22:21
ιησου G2424 N-GSM 688 iēsou Ιησους Jesus (i.e. Jehoshua), the name of our Lord an... 888 (2, 43) (2, 3, 37) (486, 973, 397, 1192, 308, 1538, 281, 1685, 42... (628, 1256, 513, 1538, 397, 1986, 363, 2175, 5... 1:1, 1:2, 1:5, 1:9, 12:17, 14:12, 17:6, 19:10,...
χριστου G5547 N-GSM 1680 xristou Χριστος anointed, i.e. the Messiah, an epithet of Jesus 1480 (2, 3, 5, 7) (2, 5, 37) (1188, 2376, 970, 2910, 751, 3757, 686, 4115, ... (1047, 2093, 854, 2563, 662, 3309, 604, 3625, ... 1:1, 1:2, 1:5, 1:9, 11:15, 12:10, 12:17, 20:4,...
παντων G3956 A-GPM 1281 pantōn πας all, any, every, the whole 281 (3, 7, 61) (281,) (906, 1812, 740, 2219, 573, 2864, 523, 3138, 7... (199, 397, 162, 487, 126, 628, 115, 688, 174, ... 8:3, 18:24, 19:18, 22:21
αμην G281 HEB 99 amēn αμην properly, firm, i.e. (figuratively) trustworth... 99 (3, 11) (3, 11) (70, 140, 57, 171, 44, 221, 40, 242, 61, 160, ... (70, 140, 57, 171, 44, 221, 40, 242, 61, 160, ... 1:6, 1:7, 1:18, 3:14, 5:14, 7:12, 19:4, 22:20,...

5068 rows × 12 columns


In [69]:
df.to_csv('revelation_stats.csv', encoding="utf-8", sep="\t")

In [13]:
from IPython.core.display import HTML
with open('isopsephy.css') as f:
    css = f.read()
HTML('<style>%s</style>' % css)


Out[13]: