PUR-OCR-Evaluation-and-Correction
In [1]:
%load_ext autoreload
In [2]:
%autoreload 2
In [3]:
from text2topics import reports
from text2topics import utilities
from text2topics import clean
import re
import os
from os import listdir
from os.path import isfile, join
import collections
In [4]:
%matplotlib inline
In [5]:
wordlist_dir = "/Users/jeriwieringa/Dissertation/drafts/data/word-lists"
wordlists = ["2016-12-07-SDA-last-names.txt",
"2016-12-07-SDA-place-names.txt",
"2016-12-08-SDA-Vocabulary.txt",
"2017-01-03-place-names.txt",
"2017-02-14-Base-Word-List-SCOWL&KJV.txt",
"2017-02-14-Roman-Numerals.txt",
"2017-03-01-Additional-Approved-Words.txt"
]
In [6]:
spelling_dictionary = utilities.create_spelling_dictionary(wordlist_dir, wordlists)
In [7]:
title = "PUR"
In [8]:
base_dir = "/Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/{}/".format(title)
Baseline¶
In [9]:
cycle = 'baseline'
In [10]:
stats = reports.overview_report(join(base_dir, cycle), spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/baseline Average verified rate: 0.9290939173075634 Average of error rates: 0.07389259368545294 Total token count: 6682304
In [11]:
errors_summary = reports.get_errors_summary( stats )
reports.top_errors( errors_summary, 500 )
Out[11]:
[('e', 15963),
('w', 14843),
('-', 10838),
('m', 10541),
('g', 10420),
('f', 6978),
('r', 6442),
('ñ', 6315),
('d', 6291),
('con-', 5874),
('re-', 5622),
("'", 4719),
('in-', 4451),
('t', 4226),
('tion', 3827),
('n', 3009),
('be-', 2880),
('ence', 2369),
('de-', 2339),
('ex-', 2281),
('¥', 2248),
('com-', 2163),
('ference', 2027),
(')', 1987),
('confer-', 1976),
('en-', 1975),
('ment', 1786),
('ad-', 1722),
('meet-', 1454),
('th', 1448),
('mis-', 1433),
('un-', 1349),
('at-', 1245),
('ac-', 1172),
('tions', 1143),
('*', 1126),
('peo-', 1121),
('sab-', 1093),
('an-', 1080),
('ple', 1075),
('ers', 1072),
('pre-', 1061),
('ber', 1033),
('pro-', 1030),
('_', 1026),
('dis-', 1002),
('per-', 952),
('im-', 929),
('ap-', 904),
('mem-', 892),
('sionary', 876),
('(', 874),
('pa-', 846),
('cali-', 828),
('fornia', 804),
('__', 786),
('or-', 779),
('x', 773),
('inter-', 763),
('camp-', 759),
('ary', 738),
('col-', 710),
('fol-', 709),
('sub-', 709),
('al-', 696),
('as-', 688),
('ful', 685),
('mes-', 678),
('ent', 671),
('k', 664),
('for-', 663),
('mission-', 663),
('pres-', 661),
('to-', 652),
('inter-mountain', 646),
('eral', 634),
('of-', 625),
('ments', 624),
('bers', 613),
('sev-', 598),
('ance', 597),
('can-', 592),
('seventh-', 574),
('work-', 568),
('sabbath-', 552),
('num-', 545),
('u', 542),
('ef-', 515)]
Review Special Character Use¶
In [12]:
reports.tokens_with_special_characters(errors_summary)[:100]
Out[12]:
[('ñ', 6315),
('¥', 2248),
(')', 1987),
('*', 1126),
('_', 1026),
('(', 874),
('__', 786),
('/', 470),
('%', 390),
('ñe', 330),
('(a)', 320),
('(b)', 317),
('(continued', 292),
('ñj', 255),
('ñthe', 251),
('+', 250),
(']', 239),
('ã', 227),
('ñm', 225),
('ña', 213),
('ñselected', 202),
('(c)', 197),
('ñbox', 185),
('ñb', 179),
('ñf', 165),
('recorder_', 143),
('____', 141),
('(the', 120),
('___', 117),
('(d)', 116),
('(los', 107),
('`', 97),
('•', 95),
('noticeñterms', 85),
('(e)', 84),
('¤', 83),
('ñmrs', 81),
('=', 78),
('¥¥', 77),
('ñclaude', 72),
('(german)', 68),
('ñernest', 65),
('**', 64),
('¡', 62),
('¥the', 62),
('post-office)', 60),
('[continued', 59),
('[the', 56),
('ñand', 54),
('(signed)', 54),
('(concluded', 52),
('ñc', 51),
('*delivery', 51),
('ñin', 50),
('ñto', 49),
('the¥', 48),
('ñone', 48),
('`the', 47),
('(in', 46),
('(a', 46),
('[', 46),
('andñ', 45),
('(to', 45),
('(and', 44),
('ñw', 43),
('(see', 42),
('\\', 40),
('committeeñj', 39),
('(seal)', 39),
('ñit', 38),
('ñthis', 38),
('(f)', 38),
('¥to', 38),
('addressñbox', 37),
('ñd', 37),
('ñfrank', 37),
('angeles)', 37),
('auditorñw', 35),
('(or', 35),
('ñthat', 35),
('presidentñj', 34),
('reese*', 34),
('`pacific', 34),
('(english)', 34),
('*two', 33),
('(i', 32),
('¥of', 32),
('(not', 31),
('(no', 31),
('ñtwo', 31),
('(san', 29),
('<', 28),
('ñour', 28),
('secretaryñw', 28),
('`i', 27),
('#', 27),
('ñno', 27),
('ñan', 27),
('ñalfalfa', 26),
('ñat', 26)]
Correction 1 -- Normalize Characters¶
In [13]:
# %load shared_elements/normalize_characters.py
prev = "baseline"
cycle = "correction1"
directories = utilities.define_directories(prev, cycle, base_dir)
if not os.path.exists(directories['cycle']):
os.makedirs(directories['cycle'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
# Substitute for all other dashes
content = re.sub(r"—-—–‑", r"-", content)
# Substitute formatted apostrophe
content = re.sub(r"\’\’\‘\'\‛\´", r"'", content)
# Replace all special characters with a space (as these tend to occur at the end of lines)
content = re.sub(r"[^a-zA-Z0-9\s,.!?$:;\-&\'\"]", r" ", content)
with open(join(directories['cycle'], filename), mode="w") as o:
o.write(content)
o.close()
Check Correction 1¶
In [14]:
# %load shared_elements/summary.py
summary = reports.overview_report(directories['cycle'], spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/correction1 Average verified rate: 0.9345496369516322 Average of error rates: 0.06802714665092947 Total token count: 6669497
In [15]:
# %load shared_elements/top_errors.py
errors_summary = reports.get_errors_summary( summary )
reports.top_errors( errors_summary, 10 )[:50]
Out[15]:
[('e', 16475),
('w', 15028),
('-', 11131),
('m', 10841),
('g', 10509),
('f', 7254),
('r', 6545),
('d', 6472),
('con-', 5882),
('re-', 5628),
("'", 4858),
('in-', 4460),
('t', 4327),
('tion', 3837),
('n', 3078),
('be-', 2889),
('ence', 2373),
('de-', 2340),
('ex-', 2282),
('com-', 2165),
('ference', 2030),
('confer-', 1979),
('en-', 1977),
('ment', 1788),
('ad-', 1723),
('th', 1467),
('meet-', 1456),
('mis-', 1436),
('un-', 1350),
('at-', 1246),
('ac-', 1173),
('tions', 1149),
('peo-', 1121),
('sab-', 1094),
('an-', 1083),
('ple', 1077),
('ers', 1076),
('pre-', 1061),
('ber', 1036),
('pro-', 1031),
('dis-', 1004),
('per-', 958),
('im-', 930),
('ap-', 904),
('mem-', 892),
('sionary', 876),
('pa-', 848),
('cali-', 828),
('fornia', 805),
('x', 789)]
Correction 2 -- Correct Line Endings¶
In [16]:
# %load shared_elements/correct_line_endings.py
prev = cycle
cycle = "correction2"
directories = utilities.define_directories(prev, cycle, base_dir)
if not os.path.exists(directories['cycle']):
os.makedirs(directories['cycle'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
content = re.sub(r"(\w+)(\-\s{1,})([a-z]+)", r"\1\3", content)
with open(join(directories['cycle'], filename), mode="w") as o:
o.write(content)
o.close()
Check Correction 2¶
In [17]:
# %load shared_elements/summary.py
summary = reports.overview_report(directories['cycle'], spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/correction2 Average verified rate: 0.9641692120819102 Average of error rates: 0.038859250516376516 Total token count: 6513672
In [18]:
# %load shared_elements/top_errors.py
errors_summary = reports.get_errors_summary( summary )
reports.top_errors( errors_summary, 10 )[:50]
Out[18]:
[('e', 16460),
('w', 15026),
('-', 11004),
('m', 10832),
('g', 10505),
('f', 7240),
('r', 6538),
('d', 6466),
("'", 4858),
('t', 4307),
('n', 3075),
('th', 1467),
('x', 788),
('inter-mountain', 682),
('k', 682),
('tion', 630),
('u', 561),
('re-', 429),
("'the", 419),
('ords', 405),
('ence', 395),
('co', 364),
('con-', 354),
('seventhday', 343),
('--', 327),
('california-nevada', 322),
('ment', 308),
('ference', 306),
('money-orders', 304),
('sabbathschool', 292),
('in-', 284),
('verah', 257),
('-the', 249),
('wm', 242),
("canvassers'", 228),
('ber', 226),
('ers', 223),
('pepperwood', 223),
('twenty-cent-a-week', 219),
("'s", 202),
('z', 194),
('ple', 194),
('by-laws', 193),
('camp-ground', 190),
("the'", 189),
('oo', 184),
('io', 181),
('-a', 175),
("''", 172),
('be-', 169)]
Correction 3 -- Remove extra dashes¶
In [19]:
# %load shared_elements/remove_extra_dashes.py
prev = cycle
cycle = "correction3"
directories = utilities.define_directories(prev, cycle, base_dir)
if not os.path.exists(directories['cycle']):
os.makedirs(directories['cycle'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
text = re.sub(r"[0-9,!?$:;&]", " ", content)
tokens = utilities.tokenize_text(text)
replacements = []
for token in tokens:
if token[0] is "-":
replacements.append((token, token[1:]))
elif token[-1] is "-":
replacements.append((token, token[:-1]))
else:
pass
if len(replacements) > 0:
print("{}: {}".format(filename, replacements))
for replacement in replacements:
content = clean.replace_pair(replacement, content)
else:
pass
with open(join(directories['cycle'], filename), mode="w") as o:
o.write(content)
o.close()
PUR19010801-V01-01-page1.txt: [('-THEN', 'THEN'), ('knowl-', 'knowl'), ('-', ''), ('-soul', 'soul'), ('mis-', 'mis'), ('-a', 'a'), ('-heart', 'heart')]
PUR19010801-V01-01-page10.txt: [('corre-', 'corre'), ('church-', 'church'), ('HEALDS-', 'HEALDS'), ('RE-', 'RE'), ('Healds-', 'Healds')]
PUR19010801-V01-01-page11.txt: [('MIS-', 'MIS')]
PUR19010801-V01-01-page13.txt: [('con-', 'con')]
PUR19010801-V01-01-page14.txt: [('Valley-', 'Valley'), ('Tra-', 'Tra')]
PUR19010801-V01-01-page15.txt: [('-', ''), ('Os-', 'Os'), ('-', ''), ('can-', 'can')]
PUR19010801-V01-01-page16.txt: [('-', ''), ('SEVENTH-', 'SEVENTH'), ('Wat-', 'Wat'), ('-for', 'for'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19010801-V01-01-page2.txt: [('being-', 'being'), ('-', ''), ('-', ''), ('-', '')]
PUR19010801-V01-01-page3.txt: [('p-', 'p'), ('-', ''), ('-', ''), ('an-', 'an')]
PUR19010801-V01-01-page4.txt: [('---', '--'), ('-', ''), ('-I', 'I')]
PUR19010801-V01-01-page5.txt: [('Preju-', 'Preju'), ('ac-', 'ac')]
PUR19010801-V01-01-page6.txt: [('-', '')]
PUR19010801-V01-01-page7.txt: [('SOUL-', 'SOUL')]
PUR19010801-V01-01-page8.txt: [('im-', 'im')]
PUR19010801-V01-01-page9.txt: [('thorough-', 'thorough')]
PUR19010815-V01-02-page1.txt: [('-', ''), ('-all', 'all'), ('-dead', 'dead'), ('-Lord', 'Lord'), ('di-', 'di'), ('-', '')]
PUR19010815-V01-02-page10.txt: [('con-', 'con')]
PUR19010815-V01-02-page11.txt: [('-', ''), ('Church-', 'Church'), ('represent-', 'represent'), ('mat-', 'mat'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Dif-', 'Dif'), ('-', ''), ('Sabbath-', 'Sabbath')]
PUR19010815-V01-02-page12.txt: [('sup-', 'sup'), ('-', ''), ('-', '')]
PUR19010815-V01-02-page13.txt: [('every--', 'every-'), ('between-', 'between'), ('-had', 'had'), ('them-', 'them'), ('-', ''), ('-been', 'been'), ('-wish', 'wish')]
PUR19010815-V01-02-page15.txt: [('SU-', 'SU'), ('Daisy-', 'Daisy')]
PUR19010815-V01-02-page16.txt: [('SEVENTH-', 'SEVENTH'), ('-II', 'II'), ('-t', 't'), ('-', ''), ('-', ''), ('suc-', 'suc'), ('-', '')]
PUR19010815-V01-02-page2.txt: [('-', ''), ('Testimo-', 'Testimo'), ('them-', 'them')]
PUR19010815-V01-02-page5.txt: [('-more', 'more'), ('Weiser-', 'Weiser')]
PUR19010815-V01-02-page6.txt: [('D.-', 'D.'), ('insti-', 'insti')]
PUR19010815-V01-02-page8.txt: [('any-', 'any'), ('dis-', 'dis')]
PUR19010815-V01-02-page9.txt: [('-FIrn', 'FIrn'), ('-', ''), ('Sabbath-', 'Sabbath'), ('-ary', 'ary'), ('mission-', 'mission')]
PUR19010829-V01-03-page1.txt: [('-', ''), ('-', ''), ('bit-', 'bit'), ('-in', 'in'), ('-missionary.', 'missionary.'), ('--who', '-who'), ('-', ''), ('-', ''), ('-power', 'power'), ('-and', 'and'), ('-restoring', 'restoring'), ('practi-', 'practi'), ('lowli-', 'lowli'), ('-', ''), ('-', '')]
PUR19010829-V01-03-page2.txt: [('-', ''), ('enablings."----', 'enablings."---'), ('-', ''), ('-feels', 'feels')]
PUR19010829-V01-03-page3.txt: [('-time."', 'time."'), ('-preach', 'preach'), ('-discover', 'discover'), ('neg-', 'neg'), ('RECORDER-', 'RECORDER'), ('per-', 'per')]
PUR19010829-V01-03-page4.txt: [('CONFER-', 'CONFER'), ('-Clarence', 'Clarence')]
PUR19010829-V01-03-page5.txt: [('pres-', 'pres')]
PUR19010829-V01-03-page6.txt: [('-hearts', 'hearts'), ('-in', 'in')]
PUR19010829-V01-03-page7.txt: [('SABBATH-', 'SABBATH'), ('every-', 'every'), ('be-', 'be'), ('sound-', 'sound'), ('--', '-'), ('send-', 'send')]
PUR19010829-V01-03-page8.txt: [('-', ''), ('-STENOORAPRERS', 'STENOORAPRERS')]
PUR19010912-V01-04-page10.txt: [('-work.', 'work.')]
PUR19010912-V01-04-page11.txt: [('-sobrightly', 'sobrightly')]
PUR19010912-V01-04-page12.txt: [("-'-", "'-")]
PUR19010912-V01-04-page13.txt: [('inter-', 'inter'), ('-point', 'point')]
PUR19010912-V01-04-page14.txt: [('fam-', 'fam'), ('Ian-', 'Ian')]
PUR19010912-V01-04-page15.txt: [('-and', 'and')]
PUR19010912-V01-04-page16.txt: [('SEVENTH-', 'SEVENTH'), ('-', ''), ('-', ''), ('-', ''), ('MISSION-', 'MISSION')]
PUR19010912-V01-04-page2.txt: [('doc-', 'doc'), ('effec-', 'effec'), ('-', ''), ('sensi-', 'sensi')]
PUR19010912-V01-04-page4.txt: [('Med-', 'Med'), ('north-', 'north'), ('for-', 'for'), ('en-', 'en'), ('CAMP-', 'CAMP'), ('Exec-', 'Exec'), ('Forty-', 'Forty')]
PUR19010912-V01-04-page5.txt: [('-foot', 'foot')]
PUR19010912-V01-04-page8.txt: [('-', '')]
PUR19010912-V01-04-page9.txt: [('reading-', 'reading')]
PUR19010926-V01-05-page1.txt: [('for-', 'for'), ('-Ward', 'Ward'), ('de-', 'de'), ('med-', 'med')]
PUR19010926-V01-05-page11.txt: [('Accept-', 'Accept'), ('-', ''), ('-', '')]
PUR19010926-V01-05-page12.txt: [('-', ''), ('BIBLE-', 'BIBLE'), ('hun-', 'hun')]
PUR19010926-V01-05-page13.txt: [('-Fir', 'Fir')]
PUR19010926-V01-05-page15.txt: [('RECORDER-', 'RECORDER'), ('en--', 'en-'), ('-', ''), ('---LE', '--LE'), ('-not', 'not'), ('re-', 're')]
PUR19010926-V01-05-page16.txt: [('E.-', 'E.'), ('-', ''), ('th-', 'th'), ('SEVENTH-', 'SEVENTH'), ('of-', 'of'), ('-', ''), ('Anglo-', 'Anglo'), ('io.-', 'io.'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Les-', 'Les'), ('-', ''), ('-', ''), ('-Upper', 'Upper'), ('-', ''), ('-', ''), ('la-', 'la'), ('-', ''), ('-encouragingly..', 'encouragingly..'), ('Pacific-', 'Pacific'), ('-Press', 'Press'), ('-us', 'us'), ('-we', 'we'), ('ebb--', 'ebb-'), ('-San', 'San'), ('-', ''), ('-', ''), ('-', ''), ('-be', 'be'), ('-', ''), ('-', ''), ('-', '')]
PUR19010926-V01-05-page2.txt: [('-', ''), ('-', ''), ('-let', 'let'), ('Seventh--', 'Seventh-'), ('op-', 'op'), ('-sanitarium', 'sanitarium')]
PUR19010926-V01-05-page3.txt: [('denuncia-', 'denuncia'), ('-', ''), ('-', '')]
PUR19010926-V01-05-page5.txt: [('LABOR-', 'LABOR')]
PUR19010926-V01-05-page7.txt: [('-warkers', 'warkers'), ('-', ''), ('-', '')]
PUR19010926-V01-05-page8.txt: [('CAMP-', 'CAMP'), ('-', ''), ('SABBATH-SCI-', 'SABBATH-SCI'), ('-tent', 'tent'), ('in-', 'in'), ('commer-', 'commer')]
PUR19010926-V01-05-page9.txt: [('DISCOURAGE-', 'DISCOURAGE'), ('un-', 'un')]
PUR19011010-V01-06-page1.txt: [('Him.-', 'Him.'), ('-which', 'which'), ('-lensed', 'lensed')]
PUR19011010-V01-06-page10.txt: [('-', '')]
PUR19011010-V01-06-page11.txt: [('-Fir', 'Fir'), ('-a', 'a'), ('-two', 'two'), ('---"About', '--"About')]
PUR19011010-V01-06-page12.txt: [('NORTH-', 'NORTH')]
PUR19011010-V01-06-page13.txt: [('pa-', 'pa'), ('per-', 'per'), ('sub-', 'sub')]
PUR19011010-V01-06-page14.txt: [('Wed-', 'Wed'), ('un-', 'un'), ('pro-', 'pro'), ('can-', 'can')]
PUR19011010-V01-06-page15.txt: [('Anglo-', 'Anglo'), ('Mission-', 'Mission')]
PUR19011010-V01-06-page16.txt: [('SEVENTH-', 'SEVENTH')]
PUR19011010-V01-06-page2.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19011010-V01-06-page3.txt: [('out--', 'out-'), ('gain-', 'gain'), ('re-', 're'), ('-', ''), ('-', '')]
PUR19011010-V01-06-page4.txt: [('--Simply', '-Simply')]
PUR19011010-V01-06-page6.txt: [('attend-', 'attend'), ('-Woolsey', 'Woolsey')]
PUR19011010-V01-06-page8.txt: [('-', ''), ('estab-', 'estab'), ('SABBATH-', 'SABBATH'), ('-', '')]
PUR19011010-V01-06-page9.txt: [('of-', 'of')]
PUR19011024-V01-07-page1.txt: [('-', '')]
PUR19011024-V01-07-page10.txt: [('fea-', 'fea')]
PUR19011024-V01-07-page11.txt: [('-', '')]
PUR19011024-V01-07-page12.txt: [('-lir', 'lir'), ('Cre-', 'Cre')]
PUR19011024-V01-07-page13.txt: [('ASSOCIA-', 'ASSOCIA'), ('-improvements', 'improvements'), ('se-', 'se'), ('ma--', 'ma-')]
PUR19011024-V01-07-page14.txt: [('-t', 't'), ('volun-', 'volun')]
PUR19011024-V01-07-page15.txt: [('CORRE-', 'CORRE'), ('-That', 'That'), ('--thing', '-thing')]
PUR19011024-V01-07-page16.txt: [('SEVENTH-', 'SEVENTH'), ('Com-', 'Com')]
PUR19011024-V01-07-page3.txt: [('re-', 're')]
PUR19011024-V01-07-page4.txt: [('mission-', 'mission'), ('bless-', 'bless')]
PUR19011024-V01-07-page5.txt: [('build-', 'build'), ('tent-', 'tent'), ('-', '')]
PUR19011024-V01-07-page8.txt: [('Sanita-', 'Sanita'), ('dis-', 'dis')]
PUR19011024-V01-07-page9.txt: [('cir-', 'cir'), ('PER-', 'PER')]
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PUR19011107-V01-08-page10.txt: [('-', ''), ('-', ''), ('-', ''), ('-controversy', 'controversy'), ('-', ''), ('-', ''), ('con-', 'con')]
PUR19011107-V01-08-page11.txt: [('pro-', 'pro'), ('suc-', 'suc')]
PUR19011107-V01-08-page12.txt: [('CORRE-', 'CORRE'), ('-.', '.'), ('r-', 'r'), ('"\'-', '"\''), ('-', ''), ('.--', '.-'), ('-', ''), ('-', ''), ('-', '')]
PUR19011107-V01-08-page16.txt: [('SEVENTH-', 'SEVENTH'), ('corre-', 'corre'), ('Medi-', 'Medi'), ('dark-', 'dark')]
PUR19011107-V01-08-page2.txt: [('organi-', 'organi'), ('-', '')]
PUR19011107-V01-08-page3.txt: [('benevo-', 'benevo'), ('arith-', 'arith'), ('multi-', 'multi'), ('-', ''), ('-', ''), ('fol-', 'fol')]
PUR19011107-V01-08-page4.txt: [('CON-', 'CON'), ('CAMP-', 'CAMP'), ('-', ''), ('influ-', 'influ')]
PUR19011107-V01-08-page5.txt: [('as-', 'as')]
PUR19011107-V01-08-page6.txt: [('ex-', 'ex')]
PUR19011121-V01-09-page10.txt: [('sur-', 'sur'), ('vir-', 'vir'), ('-SCHOOL', 'SCHOOL'), ('-of', 'of'), ('ex-', 'ex')]
PUR19011121-V01-09-page12.txt: [('-', '')]
PUR19011121-V01-09-page13.txt: [('in-', 'in')]
PUR19011121-V01-09-page14.txt: [('CORRE-', 'CORRE'), ('--date', '-date')]
PUR19011121-V01-09-page15.txt: [('-', '')]
PUR19011121-V01-09-page16.txt: [('-we', 'we'), ('-', ''), ('SEVENTH-', 'SEVENTH')]
PUR19011121-V01-09-page2.txt: [('-', ''), ('-', ''), ('-', '')]
PUR19011121-V01-09-page3.txt: [('-help', 'help'), ('Her-', 'Her'), ('min-', 'min')]
PUR19011121-V01-09-page5.txt: [('pray-', 'pray'), ('ob-', 'ob')]
PUR19011121-V01-09-page6.txt: [('accom-', 'accom'), ('-to', 'to'), ('-', ''), ('-for', 'for'), ('Thee."-', 'Thee."'), ('peo-', 'peo')]
PUR19011121-V01-09-page7.txt: [('-', ''), ('-', ''), ('sup-', 'sup'), ('.com-', '.com')]
PUR19011121-V01-09-page9.txt: [('Thanks-', 'Thanks'), ('morn-', 'morn'), ('pal-', 'pal'), ('-', '')]
PUR19011205-V01-10-page1.txt: [('per-', 'per')]
PUR19011205-V01-10-page10.txt: [('-per', 'per')]
PUR19011205-V01-10-page11.txt: [('pros-', 'pros'), ('contin-', 'contin')]
PUR19011205-V01-10-page12.txt: [('ren-', 'ren'), ('VINE-', 'VINE'), ('What-', 'What'), ('Scrip-', 'Scrip')]
PUR19011205-V01-10-page13.txt: [('sev-', 'sev'), ('on-', 'on'), ('-', ''), ('-', '')]
PUR19011205-V01-10-page14.txt: [('MISSION-', 'MISSION'), ('Wood-', 'Wood')]
PUR19011205-V01-10-page15.txt: [('-', ''), ('-', ''), ('CORRE-', 'CORRE'), ('-', '')]
PUR19011205-V01-10-page16.txt: [('SEVENTH-', 'SEVENTH'), ('STOCK-', 'STOCK')]
PUR19011205-V01-10-page3.txt: [('-', ''), ('-in', 'in'), ('prop-', 'prop'), ('want-', 'want'), ('-', ''), ('meeting-', 'meeting'), ('keep-', 'keep')]
PUR19011205-V01-10-page4.txt: [('-and', 'and')]
PUR19011205-V01-10-page5.txt: [('thirty-', 'thirty'), ('scat-', 'scat'), ('Attend-', 'Attend'), ('mem-', 'mem'), ('-', ''), ('Les-', 'Les'), ('ex-', 'ex'), ('in-', 'in')]
PUR19011205-V01-10-page6.txt: [('individ-', 'individ'), ('-', ''), ('assimi-', 'assimi')]
PUR19011205-V01-10-page7.txt: [('ex-', 'ex'), ('--He', '-He'), ('pur-', 'pur')]
PUR19011205-V01-10-page8.txt: [('-', ''), ('-', '')]
PUR19011205-V01-10-page9.txt: [('-Worship', 'Worship'), ('faint-', 'faint')]
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PUR19011219-V01-11-page10.txt: [('Sabbath-', 'Sabbath'), ('inter-', 'inter'), ('for-', 'for'), ('serv-', 'serv')]
PUR19011219-V01-11-page11.txt: [('-I-', 'I-'), ('dis-', 'dis'), ('stand-', 'stand')]
PUR19011219-V01-11-page12.txt: [('-CHURCH-SCHOOL', 'CHURCH-SCHOOL'), ('CALI-', 'CALI'), ('Bu-', 'Bu'), ('Bu-', 'Bu'), ('-chanan', 'chanan')]
PUR19011219-V01-11-page13.txt: [('--', '-'), ('-by', 'by'), ('re-', 're')]
PUR19011219-V01-11-page14.txt: [('correspond-', 'correspond')]
PUR19011219-V01-11-page15.txt: [('Col-', 'Col'), ('-When', 'When')]
PUR19011219-V01-11-page16.txt: [('SEVENTH-', 'SEVENTH'), ('-', ''), ('-', '')]
PUR19011219-V01-11-page2.txt: [('account-', 'account'), ('-', ''), ('per-', 'per')]
PUR19011219-V01-11-page3.txt: [('CONFER-', 'CONFER')]
PUR19011219-V01-11-page4.txt: [('know-', 'know'), ('-', '')]
PUR19011219-V01-11-page5.txt: [('fol-', 'fol'), ('regula-', 'regula'), ('Chaun-', 'Chaun')]
PUR19011219-V01-11-page6.txt: [('won-', 'won')]
PUR19011219-V01-11-page7.txt: [('med-', 'med')]
PUR19011219-V01-11-page8.txt: [('pleas-', 'pleas')]
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PUR19020102-V01-12-page10.txt: [('Les-', 'Les'), ('CON-', 'CON')]
PUR19020102-V01-12-page11.txt: [('im-', 'im'), ('discour-', 'discour'), ('per-', 'per')]
PUR19020102-V01-12-page12.txt: [('win--', 'win-'), ('-thing', 'thing'), ('-ground', 'ground'), ('-cowardice', 'cowardice')]
PUR19020102-V01-12-page14.txt: [('-', ''), ('-souls', 'souls'), ('-', ''), ('-', '')]
PUR19020102-V01-12-page15.txt: [('CORRE-', 'CORRE')]
PUR19020102-V01-12-page16.txt: [('SEVENTH-', 'SEVENTH')]
PUR19020102-V01-12-page2.txt: [('-of', 'of'), ('re-', 're')]
PUR19020102-V01-12-page3.txt: [('Lewis-', 'Lewis'), ('chil-', 'chil')]
PUR19020102-V01-12-page4.txt: [('per-', 'per'), ('busi-', 'busi'), ('cot-', 'cot')]
PUR19020102-V01-12-page5.txt: [('-an', 'an'), ('-fully', 'fully')]
PUR19020102-V01-12-page6.txt: [('con-', 'con'), ('won-', 'won'), ('lit-', 'lit'), ('canvass-', 'canvass'), ('"Re-', '"Re')]
PUR19020102-V01-12-page8.txt: [('-', ''), ('-', ''), ('Jeru-', 'Jeru')]
PUR19020102-V01-12-page9.txt: [('church-', 'church'), ('lis-', 'lis')]
PUR19020116-V01-13-page1.txt: [('ORGANI-', 'ORGANI'), ('at-', 'at'), ('Sev-', 'Sev')]
PUR19020116-V01-13-page10.txt: [('spiritu-', 'spiritu'), ('cere-', 'cere'), ('be-', 'be'), ('-say', 'say')]
PUR19020116-V01-13-page11.txt: [('-', ''), ('teach-', 'teach'), ('sit-', 'sit')]
PUR19020116-V01-13-page12.txt: [('-', ''), ('sug-', 'sug'), ('-us', 'us'), ('HEALDS-', 'HEALDS'), ('blacksmith-', 'blacksmith'), ('HONO-', 'HONO'), ('wit-', 'wit')]
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PUR19020116-V01-13-page14.txt: [('CORRE-', 'CORRE')]
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PUR19020116-V01-13-page2.txt: [('re-', 're'), ('-form', 'form'), ('-', ''), ('-signifies', 'signifies'), ('bless-', 'bless'), ('de-', 'de'), ('-', '')]
PUR19020116-V01-13-page4.txt: [('excep-', 'excep'), ('audi-', 'audi')]
PUR19020116-V01-13-page5.txt: [('PA-', 'PA')]
PUR19020116-V01-13-page6.txt: [('Bible-', 'Bible'), ('at-', 'at'), ('as-', 'as')]
PUR19020116-V01-13-page7.txt: [('reg-', 'reg'), ('CONFER-', 'CONFER')]
PUR19020116-V01-13-page8.txt: [('FRAN-', 'FRAN'), ('au-', 'au'), ('relig-', 'relig')]
PUR19020116-V01-13-page9.txt: [('-', ''), ("-I-butt'", "I-butt'"), ('PRINCI-', 'PRINCI'), ('de-', 'de')]
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PUR19020130-V01-14-page10.txt: [('SUN-', 'SUN'), ('-', ''), ('commands."--', 'commands."-')]
PUR19020130-V01-14-page11.txt: [('eve--', 'eve-'), ('"No.-', '"No.'), ('-', ''), ('-as', 'as')]
PUR19020130-V01-14-page12.txt: [('-', ''), ('-', ''), ('-', ''), ('eve-', 'eve'), ('-', ''), ('Rom.-', 'Rom.'), ('-', '')]
PUR19020130-V01-14-page13.txt: [('right-', 'right'), ('-', ''), ('-', '')]
PUR19020130-V01-14-page15.txt: [('-', ''), ('-', ''), ('MIS-', 'MIS'), ('health-', 'health')]
PUR19020130-V01-14-page16.txt: [('SEVENTH-', 'SEVENTH'), ('SO-', 'SO')]
PUR19020130-V01-14-page4.txt: [('camp-', 'camp'), ('-', ''), ('de-', 'de'), ('-', ''), ('-only', 'only')]
PUR19020130-V01-14-page6.txt: [('king-', 'king'), ('con-', 'con')]
PUR19020130-V01-14-page7.txt: [('Placer-', 'Placer')]
PUR19020130-V01-14-page8.txt: [('-fruitfulness.', 'fruitfulness.'), ('-is', 'is')]
PUR19020130-V01-14-page9.txt: [('RECORDER-', 'RECORDER'), ('CON-', 'CON'), ('SOUTH-', 'SOUTH')]
PUR19020213-V01-15-page1.txt: [('as-', 'as')]
PUR19020213-V01-15-page10.txt: [('-Mildred', 'Mildred')]
PUR19020213-V01-15-page14.txt: [('especially-', 'especially'), ('-view', 'view'), ('CORRESPOND-', 'CORRESPOND'), ('institu-', 'institu')]
PUR19020213-V01-15-page16.txt: [('CHURCH-', 'CHURCH')]
PUR19020213-V01-15-page19.txt: [('-', '')]
PUR19020213-V01-15-page2.txt: [('existing-', 'existing')]
PUR19020213-V01-15-page20.txt: [('printing--', 'printing-'), ('-', ''), ('-been', 'been')]
PUR19020213-V01-15-page21.txt: [('BIBLE-', 'BIBLE'), ('-', '')]
PUR19020213-V01-15-page22.txt: [('-', ''), ('-', ''), ('-', ''), ('ad-', 'ad'), ('-', ''), ('oppor-', 'oppor'), ('-', '')]
PUR19020213-V01-15-page24.txt: [('SEVENTH-', 'SEVENTH')]
PUR19020213-V01-15-page3.txt: [('-Every', 'Every'), ('Confer-', 'Confer'), ('stu-', 'stu')]
PUR19020213-V01-15-page4.txt: [('hin-', 'hin'), ('-we', 'we')]
PUR19020213-V01-15-page5.txt: [('-Christ', 'Christ'), ('Sacra-', 'Sacra'), ('-', ''), ('JAN-', 'JAN'), ('-', '')]
PUR19020213-V01-15-page6.txt: [('-', ''), ('dis-', 'dis'), ('-', ''), ('sam-', 'sam'), ('Ana-', 'Ana')]
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PUR19020213-V01-15-page8.txt: [('SABBATH-', 'SABBATH'), ('-Sabbathschool', 'Sabbathschool'), ('-', '')]
PUR19020313-V01-16-page1.txt: [('-', ''), ('fellow-', 'fellow'), ('cour-', 'cour')]
PUR19020313-V01-16-page10.txt: [('black-', 'black')]
PUR19020313-V01-16-page11.txt: [('-this', 'this'), ('inter-', 'inter')]
PUR19020313-V01-16-page12.txt: [('re-', 're'), ('POR-', 'POR')]
PUR19020313-V01-16-page13.txt: [('re-', 're')]
PUR19020313-V01-16-page14.txt: [('-made', 'made'), ('Con-', 'Con')]
PUR19020313-V01-16-page15.txt: [('CAN-', 'CAN'), ('them-', 'them')]
PUR19020313-V01-16-page16.txt: [('SEVENTH-', 'SEVENTH'), ('Con-', 'Con'), ('..-', '..')]
PUR19020313-V01-16-page2.txt: [('ordi-', 'ordi')]
PUR19020313-V01-16-page3.txt: [('guaran-', 'guaran')]
PUR19020313-V01-16-page4.txt: [('en-', 'en'), ('com-', 'com'), ('ordi-', 'ordi'), ('Insti-', 'Insti'), ('Pro-', 'Pro')]
PUR19020313-V01-16-page5.txt: [('-', ''), ('SABBATH-', 'SABBATH'), ('accom-', 'accom')]
PUR19020313-V01-16-page6.txt: [('Sabbath-school-', 'Sabbath-school'), ('con-', 'con'), ('con-', 'con')]
PUR19020313-V01-16-page7.txt: [('fr-', 'fr')]
PUR19020313-V01-16-page8.txt: [('re-', 're')]
PUR19020313-V01-16-page9.txt: [('de-', 'de'), ('indus-', 'indus')]
PUR19020327-V01-17-page1.txt: [('con-', 'con'), ('-', ''), ('niis-', 'niis')]
PUR19020327-V01-17-page12.txt: [('-', ''), ('-', ''), ('out-', 'out')]
PUR19020327-V01-17-page13.txt: [('-', ''), ('-work', 'work')]
PUR19020327-V01-17-page14.txt: [('CAMP-', 'CAMP')]
PUR19020327-V01-17-page15.txt: [('-', ''), ('CON-', 'CON'), ('-', '')]
PUR19020327-V01-17-page16.txt: [('Ari-', 'Ari'), ('bap-', 'bap')]
PUR19020327-V01-17-page17.txt: [('-', ''), ('-', ''), ('-', ''), ('peo-', 'peo')]
PUR19020327-V01-17-page18.txt: [('text-', 'text'), ('OF-', 'OF')]
PUR19020327-V01-17-page2.txt: [('-', ''), ('ex-', 'ex'), ('liabili-', 'liabili')]
PUR19020327-V01-17-page20.txt: [('COUN-', 'COUN'), ('The--', 'The-'), ('-', ''), ('-', ''), ('-', '')]
PUR19020327-V01-17-page22.txt: [('insin-', 'insin')]
PUR19020327-V01-17-page24.txt: [('SEVENTH-', 'SEVENTH'), ('-', ''), ('manage-', 'manage'), ('Ire-', 'Ire'), ('confer-', 'confer')]
PUR19020327-V01-17-page3.txt: [('-colleges', 'colleges'), ('-with', 'with'), ('Or-', 'Or'), ('Licen-', 'Licen'), ('Offer-', 'Offer'), ('ka-', 'ka'), ('in-', 'in'), ('Recorder"-', 'Recorder"'), ('-', ''), ('Decem-', 'Decem'), ('-', ''), ('-', '')]
PUR19020327-V01-17-page4.txt: [('-', ''), ('rec-', 'rec')]
PUR19020327-V01-17-page5.txt: [('-for', 'for'), ('PUBLISH-', 'PUBLISH'), ('CHRIS-', 'CHRIS'), ('-', '')]
PUR19020327-V01-17-page6.txt: [('mission-', 'mission'), ('SANITA-', 'SANITA')]
PUR19020327-V01-17-page7.txt: [('treasurer-', 'treasurer'), ('-of', 'of'), ('CON-', 'CON'), ('confer-', 'confer'), ('al-', 'al')]
PUR19020327-V01-17-page8.txt: [('Her-', 'Her'), ('organ-', 'organ'), ('con-', 'con')]
PUR19020327-V01-17-page9.txt: [('-cad', 'cad')]
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PUR19020410-V01-18-page10.txt: [('bene-', 'bene')]
PUR19020410-V01-18-page11.txt: [('feed-', 'feed'), ('-', '')]
PUR19020410-V01-18-page12.txt: [('co-', 'co'), ('fol-', 'fol'), ('text-', 'text'), ('vine-', 'vine'), ('bless-', 'bless'), ('church-', 'church'), ('lit-', 'lit'), ('suc-', 'suc')]
PUR19020410-V01-18-page13.txt: [('church-', 'church')]
PUR19020410-V01-18-page14.txt: [('-', ''), ('at-', 'at')]
PUR19020410-V01-18-page16.txt: [('SEVENTH-', 'SEVENTH')]
PUR19020410-V01-18-page2.txt: [('-', '')]
PUR19020410-V01-18-page5.txt: [('-', ''), ('-', ''), ('-we', 'we')]
PUR19020410-V01-18-page6.txt: [('SCANDINA-', 'SCANDINA')]
PUR19020410-V01-18-page7.txt: [('mes-', 'mes')]
PUR19020410-V01-18-page8.txt: [('-', ''), ('pos-', 'pos')]
PUR19020410-V01-18-page9.txt: [('SABBATH-', 'SABBATH'), ('char-', 'char')]
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PUR19020424-V01-19-page10.txt: [('-griefs', 'griefs'), ('-His', 'His')]
PUR19020424-V01-19-page11.txt: [('-He', 'He'), ('COLLEGES-', 'COLLEGES'), ('de-', 'de'), ('-', '')]
PUR19020424-V01-19-page12.txt: [('-ye', 'ye'), ('-', ''), ('ar-', 'ar'), ('in-', 'in'), ('influ-', 'influ'), ('for-', 'for'), ('them-', 'them'), ('repre-', 'repre')]
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PUR19020424-V01-19-page14.txt: [('-in', 'in'), ('ap-', 'ap')]
PUR19020424-V01-19-page15.txt: [('mes-', 'mes'), ('Esmeralda-', 'Esmeralda'), ('Oakland-', 'Oakland')]
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PUR19020424-V01-19-page2.txt: [('-', ''), ('-', ''), ('chil-', 'chil')]
PUR19020424-V01-19-page3.txt: [('SEVENTH-', 'SEVENTH'), ('CAL-', 'CAL'), ('sani-', 'sani'), ('med-', 'med'), ('corre-', 'corre'), ('-day.', 'day.')]
PUR19020424-V01-19-page4.txt: [('LES-', 'LES'), ('corn-', 'corn')]
PUR19020424-V01-19-page5.txt: [('num-', 'num')]
PUR19020424-V01-19-page6.txt: [('CAN-', 'CAN'), ('canvass-', 'canvass'), ('de-', 'de')]
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PUR19020424-V01-19-page8.txt: [('-', ''), ('-', ''), ('mission-', 'mission')]
PUR19020424-V01-19-page9.txt: [('SABBATH-SCI-', 'SABBATH-SCI'), ('par-', 'par')]
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PUR19020508-V01-20-page12.txt: [('re-', 're'), ('un-', 'un')]
PUR19020508-V01-20-page13.txt: [('-met', 'met'), ('-', ''), ('-the', 'the'), ('hav-', 'hav'), ('ex-', 'ex')]
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PUR19020508-V01-20-page15.txt: [('ac-', 'ac')]
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PUR19020508-V01-20-page3.txt: [('the-', 'the'), ('con-', 'con')]
PUR19020508-V01-20-page5.txt: [('passen-', 'passen'), ('-better.', 'better.'), ('pa-', 'pa')]
PUR19020508-V01-20-page8.txt: [('FREE-', 'FREE'), ('ARI-', 'ARI'), ('AD-', 'AD'), ('de--', 'de-')]
PUR19020508-V01-20-page9.txt: [('-the', 'the'), ('re-', 're'), ('-meetings', 'meetings')]
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PUR19020522-V01-21-page11.txt: [('sys-', 'sys'), ('-infinite', 'infinite'), ('-God', 'God'), ('-read', 'read'), ('-they', 'they'), ('instruc-', 'instruc')]
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PUR19020522-V01-21-page13.txt: [('-ought', 'ought'), ('-before', 'before'), ('-', ''), ('-', ''), ('offer-', 'offer'), ('-fold', 'fold'), ('-every', 'every'), ('-and', 'and'), ('-', ''), ('-', ''), ('mat-', 'mat')]
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PUR19020522-V01-21-page16.txt: [('-at', 'at'), ('SEVENTH-', 'SEVENTH'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
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PUR19020522-V01-21-page3.txt: [('prep-', 'prep')]
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PUR19020605-V01-22-page14.txt: [('stu-', 'stu'), ('MED-', 'MED'), ('BE-', 'BE'), ('Beacy-', 'Beacy'), ('MISSION-', 'MISSION')]
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PUR19020605-V01-22-page3.txt: [('DEPART-', 'DEPART'), ('RECORDER-', 'RECORDER'), ('-', ''), ('LIB-', 'LIB')]
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PUR19020605-V01-22-page9.txt: [('Sabbath-', 'Sabbath')]
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PUR19020619-V01-23-page14.txt: [('COR-', 'COR'), ('-', ''), ('-', '')]
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PUR19020703-V01-24-page13.txt: [('-favorable', 'favorable'), ('-and', 'and'), ('-beginning', 'beginning'), ('atten-', 'atten'), ('an-', 'an'), ('mission-', 'mission')]
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PUR19020703-V01-24-page6.txt: [('re-', 're')]
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PUR19020717-V01-25-page13.txt: [('un-', 'un'), ('sacrific-', 'sacrific')]
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PUR19020731-V01-26-page10.txt: [('num-', 'num'), ('--', '-')]
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PUR19020828-V02-02-page2.txt: [('-the', 'the'), ('some-', 'some'), ('-business', 'business'), ('-we', 'we')]
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PUR19020828-V02-02-page5.txt: [('CON-', 'CON'), ('ASSO-', 'ASSO'), ('SEVENTH-', 'SEVENTH')]
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PUR19020911-V02-03-page16.txt: [('Danish-', 'Danish'), ('-', '')]
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PUR19020911-V02-03-page8.txt: [('fountain-', 'fountain')]
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PUR19021204-V02-09-page3.txt: [('which-', 'which'), ('col--', 'col-')]
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PUR19021204-V02-09-page9.txt: [('excel--', 'excel-')]
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PUR19021218-V02-10-page3.txt: [('---blessed', '--blessed'), ('stir-', 'stir')]
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PUR19030212-V02-14-page13.txt: [('cob-', 'cob')]
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PUR19030226-V02-15-page4.txt: [('South-', 'South'), ('be-', 'be'), ('dis-', 'dis'), ('be-', 'be'), ('anx-', 'anx'), ('can-', 'can')]
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PUR19030226-V02-15-page8.txt: [('Church-', 'Church'), ('-', '')]
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PUR19030312-V02-16-page10.txt: [('-', '')]
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PUR19030312-V02-16-page5.txt: [('capi-', 'capi'), ('nec-', 'nec')]
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PUR19030509-V02-19-page9.txt: [('-', '')]
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PUR19151021-V15-11-page1.txt: [('-He', 'He'), ('-He', 'He'), ('-', ''), ('-Also', 'Also'), ('-', ''), ('-.-', '.-'), ('-', ''), ('-', ''), ('-', ''), ('.-', '.'), ('-', '')]
PUR19151021-V15-11-page3.txt: [('-----', '----'), ('Mem-', 'Mem'), ('-invited', 'invited')]
PUR19151021-V15-11-page4.txt: [('ACIFIC-', 'ACIFIC'), ('-', ''), ('-', '')]
PUR19151021-V15-11-page5.txt: [('-', ''), ('-but', 'but'), ('---A-"call---had"', '--A-"call---had"'), ('-orthe', 'orthe'), ('-Jesus', 'Jesus'), ('-', ''), ('J.-', 'J.'), ('in--', 'in-'), ('AC-', 'AC'), ('-..N', '..N')]
PUR19151021-V15-11-page6.txt: [('SALE.-', 'SALE.'), ('-acre', 'acre'), ('Cali-', 'Cali')]
PUR19151021-V15-11-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-as', 'as'), ('-', ''), ('-cent', 'cent'), ('-memberswho.', 'memberswho.'), ('prosper-', 'prosper'), ('-', ''), ('EDITH-', 'EDITH')]
PUR19151021-V15-11-page8.txt: [('-', ''), ('-', ''), ("clfnaaiiy'ihktturs-", "clfnaaiiy'ihktturs"), ('camp-', 'camp'), ('-', ''), ('-', '')]
PUR19151028-V15-12-page1.txt: [('the-', 'the')]
PUR19151028-V15-12-page2.txt: [('-', ''), ('be-', 'be')]
PUR19151028-V15-12-page3.txt: [('-', ''), ('-indeed', 'indeed'), ('show-', 'show')]
PUR19151028-V15-12-page4.txt: [('-Month', 'Month'), ('-Month', 'Month')]
PUR19151028-V15-12-page5.txt: [('-present', 'present'), ('-ct-wk-fund', 'ct-wk-fund'), ('UN-', 'UN'), ('-cent-a-week', 'cent-a-week'), ('-', ''), ('-', ''), ('-', ''), ('.-', '.'), ('over-', 'over'), ('-', ''), ('-', '')]
PUR19151028-V15-12-page6.txt: [('-copies.', 'copies.')]
PUR19151028-V15-12-page7.txt: [('---', '--'), ('-', ''), ('-', ''), ('-Alfalfa', 'Alfalfa'), ('-', ''), ('-', ''), ('-A', 'A'), ('-', ''), ('-', ''), ('-', ''), ('ON.-', 'ON.'), ('HELPS-', 'HELPS'), ('-', ''), ('---', '--'), ('-', ''), ('-continuing', 'continuing'), ('-', '')]
PUR19151028-V15-12-page8.txt: [('time.-', 'time.'), ('-consider', 'consider'), ('-', ''), ('-', '')]
PUR19151104-V15-13-page1.txt: [('liquidated-', 'liquidated'), ('-', '')]
PUR19151104-V15-13-page2.txt: [('-gathering', 'gathering'), ('-', ''), ('-', '')]
PUR19151104-V15-13-page3.txt: [('bless-', 'bless'), ('-', ''), ('---', '--')]
PUR19151104-V15-13-page4.txt: [('-', '')]
PUR19151104-V15-13-page5.txt: [('---', '--'), ('----.', '---.')]
PUR19151104-V15-13-page6.txt: [('--', '-'), ('MAGA-', 'MAGA')]
PUR19151104-V15-13-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('head-', 'head'), ('and-', 'and'), ('-', ''), ('-', '')]
PUR19151104-V15-13-page8.txt: [('-', ''), ('-', ''), ('-----', '----')]
PUR19151111-V15-14-page1.txt: [('in-', 'in')]
PUR19151111-V15-14-page2.txt: [('-', ''), ('-', ''), ('-cent', 'cent')]
PUR19151111-V15-14-page3.txt: [('Fifty-', 'Fifty')]
PUR19151111-V15-14-page4.txt: [('-', ''), ('Maga-', 'Maga')]
PUR19151111-V15-14-page5.txt: [('-', '')]
PUR19151111-V15-14-page6.txt: [('-', ''), ('-cent', 'cent')]
PUR19151111-V15-14-page7.txt: [('-', ''), ('-', ''), ('-Alfalfa', 'Alfalfa'), ('-', ''), ('-', ''), ('-', ''), ('reason-', 'reason'), ('-', ''), ('-', '')]
PUR19151111-V15-14-page8.txt: [('-A', 'A'), ('-rp', 'rp'), ('-', ''), ('-', ''), ('-', '')]
PUR19151118-V15-15-page1.txt: [('-which', 'which'), ('-Elder', 'Elder')]
PUR19151118-V15-15-page3.txt: [('-fifty-two', 'fifty-two')]
PUR19151118-V15-15-page4.txt: [('Advent-', 'Advent'), ('com-', 'com'), ('-', ''), ('-', ''), ('Member-', 'Member')]
PUR19151118-V15-15-page5.txt: [('-', ''), ('-', '')]
PUR19151118-V15-15-page6.txt: [('DiE-', 'DiE'), ('---', '--'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19151118-V15-15-page7.txt: [('--Byron', '-Byron'), ('-', '')]
PUR19151118-V15-15-page8.txt: [('-PACIFIC', 'PACIFIC'), ('-', ''), ('-', ''), ('-carry', 'carry'), ('-', ''), ('-', ''), ('pre-', 'pre')]
PUR19151125-V15-16-page2.txt: [('-offering', 'offering'), ('--The-principal', '-The-principal'), ('C.o-', 'C.o')]
PUR19151125-V15-16-page3.txt: [('del-', 'del')]
PUR19151125-V15-16-page5.txt: [('"W-e-', '"W-e'), ('-', ''), ('---', '--'), ('-', ''), ('-', '')]
PUR19151125-V15-16-page6.txt: [("'-", "'"), ('-a', 'a'), ('i-', 'i')]
PUR19151125-V15-16-page7.txt: [('rs-', 'rs'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19151125-V15-16-page8.txt: [('-series--', 'series--'), ('-o', 'o'), ('-', ''), ('sur-', 'sur')]
PUR19151202-V15-17-page1.txt: [('-', ''), ('Mc-', 'Mc')]
PUR19151202-V15-17-page10.txt: [('gain-', 'gain'), ('so-', 'so'), ('Total-', 'Total')]
PUR19151202-V15-17-page11.txt: [('inter-', 'inter'), ('-', ''), ('-', '')]
PUR19151202-V15-17-page12.txt: [('Seventh-', 'Seventh'), ('-', '')]
PUR19151202-V15-17-page2.txt: [('spir-', 'spir')]
PUR19151202-V15-17-page3.txt: [('-Litho', 'Litho'), ('-', '')]
PUR19151202-V15-17-page5.txt: [('Seventh-', 'Seventh'), ('-', ''), ('-', ''), ('F-', 'F')]
PUR19151202-V15-17-page6.txt: [('-', ''), ('-', ''), ('-Also', 'Also'), ('-', '')]
PUR19151202-V15-17-page7.txt: [('-perhaps', 'perhaps'), ('-and', 'and'), ('-the', 'the'), ('-we', 'we'), ('-cent-a-wk', 'cent-a-wk')]
PUR19151202-V15-17-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('adopted.-', 'adopted.'), ('No-', 'No')]
PUR19151202-V15-17-page9.txt: [('jus-', 'jus'), ('-', ''), ('evangel-', 'evangel')]
PUR19151209-V15-18-page10.txt: [('-', ''), ('-', '')]
PUR19151209-V15-18-page11.txt: [('--UNI', '-UNI'), ('-counties', 'counties'), ('-', ''), ('-', ''), ('-', '')]
PUR19151209-V15-18-page12.txt: [('-He', 'He')]
PUR19151209-V15-18-page4.txt: [('thenewspa-', 'thenewspa')]
PUR19151209-V15-18-page5.txt: [('-', ''), ('-', '')]
PUR19151209-V15-18-page6.txt: [('-', ''), ('-up', 'up'), ('-done', 'done'), ('-', ''), ('-Elder', 'Elder'), ('-', ''), ('the-', 'the')]
PUR19151209-V15-18-page7.txt: [('-', ''), ('-branch', 'branch'), ('-N', 'N'), ('Northern-', 'Northern'), ('-MorithS"', 'MorithS"'), ('-', ''), ('werere-', 'werere')]
PUR19151209-V15-18-page8.txt: [('-', ''), ('Mor-', 'Mor')]
PUR19151209-V15-18-page9.txt: [('-', '')]
PUR19151216-V15-19-page3.txt: [("-'-'", "'-'"), ("'-", "'"), ("-'-", "'-"), ('-', ''), ('-', ''), ('-"--.--r-', '"--.--r-'), ('-', ''), ('--', '-'), ('.-', '.'), ('-', ''), ('-r-', 'r-'), ('--', '-'), ('-', ''), ('-"--"-\'-\'', '"--"-\'-\''), ('-', ''), ('-', '')]
PUR19151216-V15-19-page5.txt: [('amissionarysecre-', 'amissionarysecre')]
PUR19151216-V15-19-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19151216-V15-19-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('year-', 'year'), ('--Also', '-Also')]
PUR19151223-V15-20-page2.txt: [('pro-', 'pro'), ('remem-', 'remem'), ('-Cal.', 'Cal.'), ('so-', 'so')]
PUR19151223-V15-20-page3.txt: [('--father', '-father')]
PUR19151223-V15-20-page5.txt: [('--', '-'), ('--', '-'), ('--', '-')]
PUR19151223-V15-20-page6.txt: [('-', ''), ('-', ''), ('-Alfalfa', 'Alfalfa'), ('-', ''), ('-', ''), ('-', ''), ('-.c.', '.c.')]
PUR19151223-V15-20-page7.txt: [('-', ''), ('corporation-', 'corporation'), ('o-', 'o'), ('-', ''), ('-', ''), ('ET-', 'ET')]
PUR19151223-V15-20-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19151230-V15-21-page1.txt: [('so-', 'so'), ('-East', 'East'), ('RE-', 'RE')]
PUR19151230-V15-21-page3.txt: [('CALIFORNIA-', 'CALIFORNIA'), ('de-', 'de'), ('-', '')]
PUR19151230-V15-21-page5.txt: [('-', ''), ('-', ''), ('--', '-')]
PUR19151230-V15-21-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19151230-V15-21-page8.txt: [('ser-', 'ser'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160106-V15-22-page1.txt: [('-', ''), ('-show', 'show'), ('churches--', 'churches-'), ('-', '')]
PUR19160106-V15-22-page2.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('camp-', 'camp'), ('-', ''), ('-', ''), ('-', ''), ('Sabbath-', 'Sabbath'), ('Mid-', 'Mid'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160106-V15-22-page3.txt: [('Adven-', 'Adven')]
PUR19160106-V15-22-page6.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('In-', 'In'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-Alfalfa', 'Alfalfa'), ('-', ''), ('-', ''), ('-', '')]
PUR19160106-V15-22-page7.txt: [('magazines-', 'magazines'), ('-and', 'and'), ('UN-', 'UN')]
PUR19160106-V15-22-page8.txt: [('-Sabbath', 'Sabbath'), ('-', '')]
PUR19160113-V15-23-page1.txt: [('authentic.-', 'authentic.'), ('en-', 'en'), ('-', '')]
PUR19160113-V15-23-page2.txt: [('-Israel', 'Israel'), ('-', ''), ('-', '')]
PUR19160113-V15-23-page3.txt: [('Sab-', 'Sab')]
PUR19160113-V15-23-page4.txt: [('---', '--')]
PUR19160113-V15-23-page5.txt: [('-', '')]
PUR19160113-V15-23-page7.txt: [('-not', 'not'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160113-V15-23-page8.txt: [('-', ''), ('-', ''), ('-be', 'be'), ('suc-', 'suc'), ('-', ''), ('-', ''), ('Brunswick-Balke-', 'Brunswick-Balke')]
PUR19160120-V15-24-page1.txt: [('-', ''), ('-', ''), ('sol-', 'sol'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160120-V15-24-page2.txt: [('-I', 'I')]
PUR19160120-V15-24-page4.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-Mo.', 'Mo.')]
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PUR19160120-V15-24-page6.txt: [('-Mrs.', 'Mrs.'), ('-', '')]
PUR19160120-V15-24-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160120-V15-24-page8.txt: [('-', ''), ('-', ''), ('year-', 'year'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160127-V15-25-page2.txt: [('-', '')]
PUR19160127-V15-25-page5.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160127-V15-25-page6.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
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PUR19160127-V15-25-page8.txt: [('p.ddresind-', 'p.ddresind'), ('pay-', 'pay'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160203-V15-26-page1.txt: [('PUBLISH-', 'PUBLISH'), ('Mac-', 'Mac'), ('Bel-', 'Bel'), ('-', ''), ('each---', 'each--'), ('Maga-', 'Maga')]
PUR19160203-V15-26-page2.txt: [('righteous-', 'righteous')]
PUR19160203-V15-26-page3.txt: [('execu-', 'execu'), ('-over', 'over')]
PUR19160203-V15-26-page4.txt: [('promis-', 'promis'), ('-', ''), ('manufac-', 'manufac'), ('Mc-', 'Mc'), ('counter-', 'counter'), ("TIDINGS'-", "TIDINGS'")]
PUR19160203-V15-26-page6.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160203-V15-26-page7.txt: [('-', ''), ('-', ''), ('meet-', 'meet'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160203-V15-26-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160210-V15-27-page1.txt: [('Bur-', 'Bur')]
PUR19160210-V15-27-page2.txt: [('months-', 'months'), ('Depreciation-', 'Depreciation'), ('Inventories-', 'Inventories'), ('-', '')]
PUR19160210-V15-27-page3.txt: [('-', ''), ('-cent', 'cent')]
PUR19160210-V15-27-page4.txt: [('Receivable-', 'Receivable'), ('Accounts-', 'Accounts'), ('Receivable-', 'Receivable'), ('Buildings-', 'Buildings'), ('Accounts-', 'Accounts'), ('-', '')]
PUR19160210-V15-27-page5.txt: [('Provisions-', 'Provisions'), ('-Vermont', 'Vermont'), ('Church-', 'Church'), ('Member-', 'Member'), ('Member-', 'Member')]
PUR19160210-V15-27-page6.txt: [('-', ''), ('Mc-', 'Mc')]
PUR19160210-V15-27-page7.txt: [('-', ''), ('RE-', 'RE')]
PUR19160210-V15-27-page8.txt: [('-', '')]
PUR19160217-V15-28-page1.txt: [('-limbs', 'limbs')]
PUR19160217-V15-28-page2.txt: [('-cent', 'cent'), ('-', '')]
PUR19160217-V15-28-page4.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19160217-V15-28-page5.txt: [("-often.'", "often.'")]
PUR19160217-V15-28-page6.txt: [('Ad-', 'Ad')]
PUR19160217-V15-28-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Geo.-', 'Geo.'), ('-', ''), ('-', ''), ('SALE.-', 'SALE.'), ('-', ''), ('-', ''), ('-', ''), ('TRADE.---', 'TRADE.--'), ('-LLoodii', 'LLoodii')]
PUR19160217-V15-28-page8.txt: [('-', ''), ('-', ''), ('-', '')]
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PUR19160224-V15-29-page4.txt: [('-', ''), ('Story-', 'Story'), ('-the', 'the')]
PUR19160224-V15-29-page5.txt: [('-have', 'have'), ('Inter-', 'Inter'), ('-', '')]
PUR19160224-V15-29-page6.txt: [('Pacific-', 'Pacific')]
PUR19160224-V15-29-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('--', '-'), ('-', ''), ('-', ''), ('--', '-'), ('-', '')]
PUR19160224-V15-29-page8.txt: [('-', ''), ('-', ''), ('-', '')]
PUR19160302-V15-30-page1.txt: [('advantageeeffered-', 'advantageeeffered')]
PUR19160302-V15-30-page2.txt: [('Inter-', 'Inter')]
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PUR19161130-V16-17-page6.txt: [('cul-', 'cul'), ('read-', 'read'), ('pros-', 'pros'), ('de-', 'de'), ('watch-', 'watch'), ('-', ''), ('-with', 'with'), ('Work-', 'Work'), ('-yes', 'yes'), ('ex-', 'ex'), ('con-', 'con'), ('under-', 'under')]
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PUR19161207-V16-18-page4.txt: [('-of', 'of'), ('-A', 'A'), ('-spirit', 'spirit'), ('Gjord-', 'Gjord'), ('appear-', 'appear'), ('believ-', 'believ'), ('speech-', 'speech'), ('Sev-', 'Sev')]
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PUR19161207-V16-18-page7.txt: [('hydro-', 'hydro'), ('-acre', 'acre'), ('-', ''), ('-', ''), ('gradu-', 'gradu'), ('ac-', 'ac'), ('-grade', 'grade')]
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PUR19161214-V16-19-page5.txt: [('-year-old', 'year-old'), ('or-', 'or')]
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PUR19161221-V16-20-page4.txt: [('-', ''), ('intermis-', 'intermis'), ('-', ''), ('teach-', 'teach'), ('pop-', 'pop')]
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PUR19161221-V16-20-page7.txt: [('sepa-', 'sepa'), ('conduct-', 'conduct'), ('Thatch-', 'Thatch'), ('-', '')]
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PUR19161228-V16-21-page3.txt: [('Jerusa-', 'Jerusa'), ('so-', 'so'), ('Seventh-', 'Seventh')]
PUR19161228-V16-21-page4.txt: [('suc-', 'suc'), ('an-', 'an')]
PUR19161228-V16-21-page5.txt: [('pro-', 'pro'), ('ex-', 'ex'), ('meet-', 'meet'), ('wit-', 'wit'), ('in-', 'in')]
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PUR19170104-V16-22-page3.txt: [('Hay-', 'Hay'), ('Rob-', 'Rob'), ('at-', 'at')]
PUR19170104-V16-22-page4.txt: [('San-', 'San'), ('par-', 'par'), ('-', ''), ('pros-', 'pros'), ('Do-', 'Do')]
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PUR19170111-V16-23-page1.txt: [('confer-', 'confer'), ('provi-', 'provi'), ('hier-', 'hier'), ('ordi-', 'ordi'), ('hav-', 'hav'), ('Episcopali-', 'Episcopali'), ('Vat-', 'Vat'), ('res-', 'res'), ('Episco-', 'Episco'), ('dis-', 'dis'), ('Associa-', 'Associa')]
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PUR19170111-V16-23-page3.txt: [('-RECORD', 'RECORD'), ('KR-', 'KR'), ('-be', 'be'), ('misroVeclones-', 'misroVeclones'), ('-fallen', 'fallen'), ('In-', 'In'), ('-the', 'the'), ('-God', 'God'), ('church-', 'church'), ('-', ''), ('An-', 'An'), ('-relaX', 'relaX'), ('-Manytimes', 'Manytimes'), ('-God', 'God'), ('-PurpOse', 'PurpOse'), ('out-', 'out'), ('-', ''), ('Morn-', 'Morn'), ('-it', 'it'), ('house-', 'house')]
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PUR19170201-V16-26-page5.txt: [('mis-', 'mis'), ('-cent', 'cent'), ('rid-', 'rid'), ('par-', 'par'), ('se-', 'se'), ('Flag-', 'Flag')]
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PUR19170208-V16-27-page2.txt: [('equip-', 'equip'), ('Mc-', 'Mc'), ('contribu-', 'contribu'), ('bap-', 'bap')]
PUR19170208-V16-27-page3.txt: [('re-', 're'), ('---', '--'), ('in-', 'in'), ('ele-', 'ele'), ('bles-', 'bles'), ('pres-', 'pres')]
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PUR19170215-V16-28-page4.txt: [('ACIFICIAT.N.ION--', 'ACIFICIAT.N.ION-'), ('Pacific-', 'Pacific'), ('Thursday-', 'Thursday'), ('Friday-', 'Friday'), ('Evange-', 'Evange'), ('twenty-cent-', 'twenty-cent'), ('Sabbath-', 'Sabbath'), ('Sunday-', 'Sunday')]
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PUR19170215-V16-28-page6.txt: [('-', ''), ('-', ''), ('Rev-', 'Rev'), ('-', ''), ('-', ''), ('ex-', 'ex'), ('per-', 'per'), ('repre-', 'repre'), ('Ex-', 'Ex'), ('long-', 'long'), ('Subscrip-', 'Subscrip'), ('-', ''), ('pro-', 'pro')]
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PUR19170222-V16-29-page2.txt: [('-', ''), ('great-', 'great'), ('Vol-', 'Vol')]
PUR19170222-V16-29-page3.txt: [('remem-', 'remem'), ('Sab-', 'Sab'), ('pro-', 'pro'), ('pend-', 'pend'), ('pub-', 'pub'), ('-', ''), ('re-', 're')]
PUR19170222-V16-29-page4.txt: [('-that', 'that'), ('re-', 're'), ('ad-', 'ad'), ('wom-', 'wom')]
PUR19170222-V16-29-page5.txt: [('num-', 'num'), ('Quan-', 'Quan'), ('-W.', 'W.'), ('bet-', 'bet'), ('ir-', 'ir'), ('gar-', 'gar')]
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PUR19170301-V16-30-page3.txt: [('-', ''), ('appro-', 'appro'), ('se-', 'se'), ('-', ''), ('manifest-', 'manifest')]
PUR19170301-V16-30-page4.txt: [('remem-', 'remem'), ('South-', 'South'), ('pub-', 'pub'), ('salva-', 'salva'), ('Sab-', 'Sab'), ('address-', 'address'), ('Mrs.-', 'Mrs.')]
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PUR19170301-V16-30-page6.txt: [('-', ''), ('-', ''), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Di-', 'Di')]
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PUR19170308-V16-31-page11.txt: [('appreci-', 'appreci'), ('-', ''), ('Ir-', 'Ir'), ('Michi-', 'Michi'), ('In-', 'In'), ('lo-', 'lo'), ('ac-', 'ac'), ('per-', 'per'), ('Ap-', 'Ap'), ('Brook-', 'Brook'), ('-In', 'In'), ('"Haus-', '"Haus'), ('-page', 'page'), ('bi-', 'bi')]
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PUR19170308-V16-31-page13.txt: [('his-', 'his'), ('Col-', 'Col'), ('re-', 're'), ('us-', 'us'), ('-While', 'While')]
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PUR19170308-V16-31-page15.txt: [('-the', 'the'), ('opportuni-', 'opportuni'), ('moun-', 'moun'), ('Eng-', 'Eng'), ('de-', 'de'), ('mem-', 'mem'), ('pro-', 'pro'), ('per-', 'per'), ('promi-', 'promi')]
PUR19170308-V16-31-page16.txt: [('imme-', 'imme'), ('pub-', 'pub'), ('gov-', 'gov'), ('ac-', 'ac'), ('Pa-', 'Pa'), ('ses-', 'ses'), ('Con-', 'Con')]
PUR19170308-V16-31-page17.txt: [('destroy-', 'destroy'), ('-page', 'page'), ('Confer-', 'Confer'), ('Advent-', 'Advent'), ('enter-', 'enter'), ('-Whereas', 'Whereas'), ('unreach-', 'unreach'), ('produc-', 'produc'), ('Cana-', 'Cana'), ('-ad', 'ad')]
PUR19170308-V16-31-page18.txt: [('--', '-'), ('de-', 'de'), ('Cal-', 'Cal'), ('North-', 'North')]
PUR19170308-V16-31-page19.txt: [('be-', 'be'), ('At-', 'At'), ('suita-', 'suita')]
PUR19170308-V16-31-page2.txt: [('attend-', 'attend'), ('Con-', 'Con'), ('Interna-', 'Interna'), ('Pa-', 'Pa'), ('vicin-', 'vicin'), ('Morten-', 'Morten'), ('show-', 'show'), ('Amer-', 'Amer'), ('operat-', 'operat'), ('agree-', 'agree')]
PUR19170308-V16-31-page20.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Arizo-', 'Arizo'), ('Cali-', 'Cali'), ('-', ''), ('Cali-', 'Cali'), ('-', ''), ('-', ''), ('in-', 'in'), ('-', ''), ('-', ''), ('Com-', 'Com'), ('-', ''), ('-', ''), ('Cal-', 'Cal'), ('blos-', 'blos'), ('Al-', 'Al'), ('-', ''), ('-', ''), ('pros-', 'pros'), ('la-', 'la'), ('con-', 'con')]
PUR19170308-V16-31-page3.txt: [('adopt-', 'adopt'), ('man-', 'man'), ('North-', 'North'), ('build-', 'build'), ('tempo-', 'tempo'), ('man-', 'man'), ('mission-', 'mission')]
PUR19170308-V16-31-page4.txt: [('-information', 'information'), ('immediate-', 'immediate'), ('-', ''), ('Brook-', 'Brook'), ('de-', 'de')]
PUR19170308-V16-31-page5.txt: [('respond-', 'respond'), ('bind-', 'bind'), ('-', ''), ('-', ''), ('There-', 'There')]
PUR19170308-V16-31-page6.txt: [('Equip-', 'Equip'), ('-', '')]
PUR19170308-V16-31-page7.txt: [('-', ''), ('-house', 'house'), ('-', ''), ('-story', 'story'), ('-', ''), ('-', ''), ('-', ''), ('the-', 'the'), ('-reorganization', 'reorganization'), ('-', ''), ('-', ''), ('-', ''), ('Interna-', 'Interna'), ('the-', 'the')]
PUR19170308-V16-31-page8.txt: [('responsi-', 'responsi'), ('-', ''), ('estima-', 'estima'), ('Testi-', 'Testi'), ('in-', 'in'), ('-', ''), ('ed-', 'ed'), ('dol-', 'dol'), ('-', ''), ('addi-', 'addi'), ('-', ''), ('sci-', 'sci'), ('enter-', 'enter')]
PUR19170308-V16-31-page9.txt: [('circu-', 'circu'), ('-page', 'page'), ('foster-', 'foster'), ('Moun-', 'Moun'), ('ap-', 'ap')]
PUR19170315-V16-32-page1.txt: [('--M.', '-M.'), ('op-', 'op'), ('-', ''), ('mes-', 'mes'), ('After-', 'After')]
PUR19170315-V16-32-page2.txt: [('-Coming', 'Coming'), ('-Medical', 'Medical'), ('re-', 're')]
PUR19170315-V16-32-page3.txt: [('quar-', 'quar'), ('stan-', 'stan'), ('deepen-', 'deepen'), ('Confer-', 'Confer'), ('tempera-', 'tempera'), ('earnest-', 'earnest')]
PUR19170315-V16-32-page4.txt: [('-', ''), ('con-', 'con'), ('accompa-', 'accompa')]
PUR19170315-V16-32-page5.txt: [('inter-', 'inter'), ('de-', 'de'), ('Mo-', 'Mo'), ('bet-', 'bet'), ('re-', 're'), ('Cali-', 'Cali'), ('Han-', 'Han'), ('inter-', 'inter'), ('Coa-', 'Coa')]
PUR19170315-V16-32-page6.txt: [('--', '-'), ('doubt-', 'doubt')]
PUR19170315-V16-32-page7.txt: [('-', ''), ('-', ''), ('ol-', 'ol'), ('Dens-', 'Dens'), ('-ct-wk.', 'ct-wk.'), ('Dens-', 'Dens'), ('Coun-', 'Coun'), ('Glen-', 'Glen'), ('convert-', 'convert'), ('South-', 'South'), ('Agemts-', 'Agemts'), ('-', ''), ('-', '')]
PUR19170315-V16-32-page8.txt: [('en-', 'en'), ('-', ''), ('-', ''), ('en-', 'en'), ('im-', 'im'), ('---', '--'), ('mis-', 'mis'), ('Sab-', 'Sab'), ('col-', 'col'), ('ac-', 'ac'), ('oth-', 'oth')]
PUR19170322-V16-33-page1.txt: [('-', ''), ('-', ''), ('-', '')]
PUR19170322-V16-33-page2.txt: [('"Testi-', '"Testi'), ('sim-', 'sim'), ('bus-', 'bus')]
PUR19170322-V16-33-page3.txt: [('-C', 'C'), ('camp-', 'camp'), ('Ly-', 'Ly'), ('com-', 'com'), ('at-', 'at'), ('locali-', 'locali'), ('Healds-', 'Healds'), ('-', ''), ('con-', 'con'), ('oc-', 'oc'), ('crea-', 'crea')]
PUR19170322-V16-33-page4.txt: [('descend-', 'descend'), ('Arme-', 'Arme'), ('Wil-', 'Wil')]
PUR19170322-V16-33-page5.txt: [('-students', 'students'), ('faith-', 'faith'), ('pris-', 'pris'), ('crim-', 'crim'), ('quart-', 'quart'), ('serv-', 'serv'), ('super-', 'super')]
PUR19170322-V16-33-page6.txt: [('train-', 'train'), ('fulfill-', 'fulfill'), ('Parent-', 'Parent'), ('Mor-', 'Mor'), ('excep-', 'excep'), ('Work-', 'Work'), ('under-', 'under')]
PUR19170322-V16-33-page7.txt: [('spar-', 'spar'), ('outwork-', 'outwork'), ('re-', 're'), ('hatch-', 'hatch'), ('vir-', 'vir'), ('Pa-', 'Pa'), ('-', ''), ('coun-', 'coun'), ('-', ''), ('-', ''), ('-', ''), ('Sev-', 'Sev')]
PUR19170322-V16-33-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('Pres-', 'Pres'), ('-two', 'two'), ('compar-', 'compar')]
PUR19170329-V16-34-page1.txt: [('Apos-', 'Apos'), ('---------', '--------')]
PUR19170329-V16-34-page2.txt: [('Or-', 'Or'), ('leg-', 'leg'), ('writ-', 'writ'), ('paral-', 'paral'), ('--Mrs.', '-Mrs.'), ('Min-', 'Min'), ('Govern-', 'Govern'), ('Hol-', 'Hol')]
PUR19170329-V16-34-page3.txt: [('him-', 'him'), ('-years', 'years'), ('en-', 'en'), ('candi-', 'candi'), ('meet-', 'meet')]
PUR19170329-V16-34-page4.txt: [('mission-', 'mission'), ('glo-', 'glo')]
PUR19170329-V16-34-page5.txt: [('treas-', 'treas'), ('Breth-', 'Breth'), ('peo-', 'peo'), ('sur-', 'sur'), ('South-', 'South'), ('Snod-', 'Snod'), ('serv-', 'serv'), ('Sab-', 'Sab')]
PUR19170329-V16-34-page6.txt: [('-February', 'February')]
PUR19170329-V16-34-page7.txt: [('-pound', 'pound'), ('-', ''), ('El-', 'El'), ('-pound', 'pound'), ('-pound', 'pound'), ('-pound', 'pound'), ('Para-', 'Para'), ('halt-', 'halt'), ('-', ''), ('-', ''), ('Sani-', 'Sani'), ('coun-', 'coun')]
PUR19170329-V16-34-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('extend-', 'extend'), ('gos-', 'gos')]
PUR19170405-V16-35-page2.txt: [('ac-', 'ac'), ('Valle-', 'Valle'), ('pre-', 'pre'), ('re-', 're'), ('-', '')]
PUR19170405-V16-35-page3.txt: [('-', ''), ('-due', 'due'), ('-', ''), ('-', ''), ('-', ''), ('-a', 'a'), ('immedi-', 'immedi'), ('Associa-', 'Associa'), ('Er-', 'Er')]
PUR19170405-V16-35-page4.txt: [('tu-', 'tu')]
PUR19170405-V16-35-page5.txt: [('Sab-', 'Sab'), ('Ed-', 'Ed'), ('of-', 'of')]
PUR19170405-V16-35-page6.txt: [('do-', 'do'), ('Ad-', 'Ad')]
PUR19170405-V16-35-page7.txt: [('tri-', 'tri'), ('sanitarium-', 'sanitarium'), ('-', ''), ('fu-', 'fu'), ('-pound', 'pound'), ('-pound', 'pound'), ('-pound', 'pound'), ('-pound', 'pound'), ('Swe-', 'Swe'), ('Sani-', 'Sani'), ('for-', 'for'), ('Broth-', 'Broth'), ('prin-', 'prin'), ('ac-', 'ac'), ('-', ''), ('-', ''), ('--sanitarium', '-sanitarium'), ('---', '--')]
PUR19170405-V16-35-page8.txt: [('Kimber-', 'Kimber'), ('-other', 'other'), ('-a', 'a'), ('Nash-', 'Nash'), ('-', ''), ('-', ''), ('-ought', 'ought'), ('-', ''), ('-', ''), ('mailed-', 'mailed'), ('meas-', 'meas'), ('-to', 'to')]
PUR19170412-V16-36-page1.txt: [('en-', 'en')]
PUR19170412-V16-36-page2.txt: [('Correspon-', 'Correspon'), ('mes-', 'mes'), ('re-', 're'), ('be-', 'be')]
PUR19170412-V16-36-page3.txt: [('sub-', 'sub'), ('vis-', 'vis'), ('-', ''), ('him-', 'him')]
PUR19170412-V16-36-page4.txt: [('Mc-', 'Mc'), ('Acad-', 'Acad'), ('la-', 'la'), ('Seventh-', 'Seventh'), ('pe-', 'pe'), ('Ca-', 'Ca'), ('intro-', 'intro'), ('peo-', 'peo'), ('re-', 're')]
PUR19170412-V16-36-page5.txt: [('subscrib-', 'subscrib'), ('mil-', 'mil'), ('be-', 'be'), ('to-', 'to'), ('Cham-', 'Cham'), ('ag-', 'ag'), ('doc-', 'doc'), ('-', '')]
PUR19170412-V16-36-page6.txt: [('-', ''), ('-one', 'one'), ('-', ''), ('confer-', 'confer'), ('transfer-', 'transfer'), ('-recently', 'recently'), ('peo-', 'peo'), ('ob-', 'ob'), ('Ab-', 'Ab')]
PUR19170412-V16-36-page7.txt: [('audi-', 'audi'), ('wa-', 'wa'), ('Mo-', 'Mo'), ('Glen-', 'Glen'), ('in-', 'in'), ('re-', 're'), ('-', ''), ('-', ''), ('rais-', 'rais'), ('ac-', 'ac'), ('Re-', 'Re'), ('-write', 'write'), ('-', ''), ('-pound', 'pound'), ('-pound', 'pound'), ('-pound', 'pound'), ('-pound', 'pound'), ('-', ''), ('Au-', 'Au')]
PUR19170412-V16-36-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-by', 'by'), ('free-', 'free')]
PUR19170419-V16-37-page1.txt: [('concern-', 'concern'), ('ety-', 'ety'), ('des-', 'des'), ('fol-', 'fol'), ('-', ''), ('em-', 'em')]
PUR19170419-V16-37-page2.txt: [('un-', 'un'), ('-', ''), ('confer-', 'confer'), ('ac-', 'ac'), ('-', ''), ('Con-', 'Con')]
PUR19170419-V16-37-page3.txt: [('re-', 're'), ('Pa-', 'Pa'), ('ser-', 'ser'), ('meet-', 'meet'), ('Confer-', 'Confer'), ('camp-', 'camp')]
PUR19170419-V16-37-page4.txt: [('re-', 're'), ('dona-', 'dona'), ('under-', 'under'), ('in-', 'in')]
PUR19170419-V16-37-page5.txt: [('North-', 'North'), ('-and', 'and'), ('-', ''), ('sub-', 'sub'), ('---', '--'), ('-the', 'the'), ('-and', 'and'), ('-', '')]
PUR19170419-V16-37-page6.txt: [('al-', 'al'), ('mis-', 'mis')]
PUR19170419-V16-37-page7.txt: [('Sab-', 'Sab'), ('Sev-', 'Sev'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('ma-', 'ma'), ('col-', 'col')]
PUR19170419-V16-37-page8.txt: [('in-', 'in'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-page', 'page'), ('-', ''), ('-', ''), ('Sab-', 'Sab'), ('possi-', 'possi'), ('-', ''), ('-', ''), ('-May', 'May'), ('-', ''), ('-', ''), ('-', '')]
PUR19170426-V16-38-page1.txt: [('-', ''), ('mem-', 'mem'), ('mem-', 'mem')]
PUR19170426-V16-38-page2.txt: [('senti-', 'senti'), ('-', ''), ('op-', 'op'), ('ac-', 'ac'), ('de-', 'de'), ('pro-', 'pro'), ('re-', 're')]
PUR19170426-V16-38-page3.txt: [('-giving', 'giving'), ('bap-', 'bap'), ('large-', 'large'), ('crab-', 'crab')]
PUR19170426-V16-38-page4.txt: [('inter-', 'inter'), ('bap-', 'bap')]
PUR19170426-V16-38-page5.txt: [('-ct-wk', 'ct-wk'), ('-', ''), ('in-', 'in'), ('sub-', 'sub'), ('at-', 'at'), ('con-', 'con'), ('mis-', 'mis'), ('ac-', 'ac'), ('de-', 'de')]
PUR19170426-V16-38-page6.txt: [('meet-', 'meet'), ('of-', 'of'), ('condi-', 'condi'), ('-cent-', 'cent-'), ('un-', 'un')]
PUR19170426-V16-38-page7.txt: [('sub-', 'sub'), ('-the', 'the'), ('stockinet-', 'stockinet'), ('or-', 'or'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-Delivery', 'Delivery'), ('-', ''), ('--.', '-.'), ('-', ''), ('--', '-')]
PUR19170426-V16-38-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('Sab-', 'Sab'), ('-', ''), ('-', ''), ('-', ''), ('con-', 'con'), ('ar-', 'ar')]
PUR19170503-V16-39-page1.txt: [('evi-', 'evi'), ('non-com-', 'non-com'), ('dele-', 'dele'), ('meet-', 'meet'), ('or-', 'or'), ('peace-', 'peace'), ('prin-', 'prin')]
PUR19170503-V16-39-page2.txt: [('will-', 'will'), ('for-', 'for'), ('Broth-', 'Broth')]
PUR19170503-V16-39-page3.txt: [('bap-', 'bap'), ('do-', 'do'), ('Contro-', 'Contro'), ('meet-', 'meet'), ('Mag-', 'Mag'), ('-', ''), ('Cic-', 'Cic')]
PUR19170503-V16-39-page4.txt: [('thank-', 'thank'), ('quota-', 'quota'), ('drop-', 'drop'), ('plan-', 'plan'), ('excel-', 'excel'), ('organ-', 'organ'), ('re-', 're'), ('writ-', 'writ'), ('-', ''), ('Sis-', 'Sis')]
PUR19170503-V16-39-page5.txt: [('else-', 'else'), ('ex-', 'ex'), ('re-', 're')]
PUR19170503-V16-39-page6.txt: [('king-', 'king'), ('scat-', 'scat'), ('sub-', 'sub')]
PUR19170503-V16-39-page7.txt: [('particu-', 'particu'), ('spec-', 'spec'), ('-UNION', 'UNION'), ('Can-', 'Can'), ('men-', 'men'), ('Mis-', 'Mis'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('ordin-', 'ordin'), ('-', ''), ('--', '-'), ('-', ''), ('--', '-'), ('-', ''), ('-', '')]
PUR19170503-V16-39-page8.txt: [('class-', 'class'), ('so-', 'so'), ('-', ''), ('-', ''), ('Fo-', 'Fo'), ('Tes-', 'Tes'), ('depart-', 'depart'), ('visit-', 'visit'), ('-', ''), ('An-', 'An'), ('Mis-', 'Mis'), ('var-', 'var'), ('opera-', 'opera'), ('Chris-', 'Chris'), ('iron-', 'iron')]
PUR19170510-V16-40-page1.txt: [('cloth-', 'cloth'), ('-o', 'o')]
PUR19170510-V16-40-page2.txt: [('South-', 'South'), ('-', ''), ('mater-', 'mater'), ('work-', 'work'), ('expe-', 'expe')]
PUR19170510-V16-40-page3.txt: [('prepara-', 'prepara'), ('meth-', 'meth'), ('dis-', 'dis'), ('Pro-', 'Pro')]
PUR19170510-V16-40-page4.txt: [('Mis-', 'Mis'), ('at-', 'at'), ('com-', 'com'), ('li-', 'li'), ('pre-', 'pre'), ('Sel-', 'Sel')]
PUR19170510-V16-40-page5.txt: [('to-', 'to'), ('reli-', 'reli'), ('communi-', 'communi'), ('meet-', 'meet'), ('contem-', 'contem')]
PUR19170510-V16-40-page6.txt: [('re-', 're'), ('Work-', 'Work'), ('Correspondence-', 'Correspondence'), ('Reporting-', 'Reporting'), ('sug-', 'sug'), ('Territory-', 'Territory'), ('Literature-', 'Literature'), ('mighti-', 'mighti')]
PUR19170510-V16-40-page7.txt: [('ingath-', 'ingath'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('follow-', 'follow'), ('mem-', 'mem'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170510-V16-40-page8.txt: [('-', ''), ('So-', 'So'), ('exer-', 'exer')]
PUR19170517-V16-41-page1.txt: [('prin-', 'prin'), ('Docu-', 'Docu'), ('demon-', 'demon'), ('con-', 'con'), ('Ad-', 'Ad'), ('po-', 'po')]
PUR19170517-V16-41-page2.txt: [('mentsrequires-', 'mentsrequires'), ('-and', 'and'), ('thous-', 'thous'), ('pos-', 'pos'), ('de-', 'de')]
PUR19170517-V16-41-page3.txt: [('Corn-', 'Corn'), ('citi-', 'citi'), ('princi-', 'princi'), ('govern-', 'govern'), ('.-', '.'), ('re-', 're'), ('pro-', 'pro'), ('sub-', 'sub'), ('-', ''), ('Seventh-', 'Seventh'), ('heav-', 'heav'), ('con-', 'con'), ('har-', 'har'), ('pow-', 'pow'), ('compell-', 'compell'), ('re-', 're')]
PUR19170517-V16-41-page4.txt: [('X-', 'X'), ('ac-', 'ac'), ('be-', 'be'), ('Writ-', 'Writ'), ('cot-', 'cot')]
PUR19170517-V16-41-page5.txt: [('fu-', 'fu'), ('conduct-', 'conduct'), ('announce-', 'announce'), ('Asso-', 'Asso')]
PUR19170517-V16-41-page6.txt: [('bap-', 'bap'), ('con-', 'con'), ('Ser-', 'Ser'), ('en-', 'en'), ('ev-', 'ev'), ('soul-sav-', 'soul-sav'), ('sug-', 'sug'), ('-cent-', 'cent-'), ('-a', 'a'), ('-celebrating', 'celebrating'), ('Volun-', 'Volun'), ('-brought', 'brought'), ('deep-', 'deep'), ('-', ''), ('enjoya-', 'enjoya')]
PUR19170517-V16-41-page7.txt: [('mod-', 'mod'), ('be-', 'be'), ('-gallon', 'gallon'), ('equip-', 'equip'), ('refer-', 'refer'), ('-are', 'are'), ('im-', 'im'), ('-', ''), ('Lam-', 'Lam'), ('sec-', 'sec'), ('Phoe-', 'Phoe')]
PUR19170517-V16-41-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('---', '--'), ('acquaint-', 'acquaint'), ('sin-', 'sin'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170524-V16-42-page1.txt: [('criti-', 'criti'), ('bewil-', 'bewil'), ('ac-', 'ac'), ('at-', 'at'), ('revela-', 'revela')]
PUR19170524-V16-42-page2.txt: [('Baby-', 'Baby'), ('remov-', 'remov'), ('lo-', 'lo'), ('in-', 'in'), ('-', '')]
PUR19170524-V16-42-page3.txt: [("'-", "'"), ('-', ''), ('ev-', 'ev'), ('indying-', 'indying'), ('-', ''), ('-', ''), ('as-', 'as'), ('example-', 'example'), ('at-', 'at'), ('-them', 'them'), ('-of', 'of'), ('-all', 'all'), ('Am-', 'Am'), ('-', ''), ('un-', 'un'), ('peo-', 'peo'), ('-to', 'to'), ('-has', 'has'), ('-', ''), ('-', ''), ('-"We', '"We'), ('con-', 'con'), ('Rememberthat-', 'Rememberthat'), ('-usual', 'usual'), ('-the', 'the'), ('-', ''), ('-tlae', 'tlae'), ('-Rev.', 'Rev.'), ('-at', 'at')]
PUR19170524-V16-42-page4.txt: [('faith-', 'faith'), ('help-', 'help')]
PUR19170524-V16-42-page5.txt: [('An-', 'An'), ('John-', 'John'), ('con-', 'con'), ('pur-', 'pur'), ('excel-', 'excel'), ('get-', 'get'), ('pray-', 'pray'), ('Exe-', 'Exe'), ('sug-', 'sug')]
PUR19170524-V16-42-page6.txt: [('-ACIFIG', 'ACIFIG'), ('-ence"', 'ence"'), ('unu-', 'unu'), ('confer-', 'confer'), ('crown-', 'crown')]
PUR19170524-V16-42-page7.txt: [('-', ''), ('-pound', 'pound'), ('mod-', 'mod'), ('-', ''), ('-', '')]
PUR19170524-V16-42-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('can-', 'can'), ('ex-', 'ex'), ('with-', 'with'), ('-', ''), ('-', ''), ('Arizona-', 'Arizona'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170531-V16-43-page1.txt: [('per-', 'per')]
PUR19170531-V16-43-page3.txt: [('Sab-', 'Sab'), ('prob-', 'prob'), ('Bi-', 'Bi'), ('cer-', 'cer')]
PUR19170531-V16-43-page4.txt: [('peo-', 'peo'), ('out-', 'out'), ('va-', 'va'), ('meet-', 'meet'), ('subscrip-', 'subscrip'), ('pre-', 'pre')]
PUR19170531-V16-43-page5.txt: [('bap-', 'bap')]
PUR19170531-V16-43-page6.txt: [('oppor-', 'oppor'), ('peo-', 'peo'), ('fel-', 'fel')]
PUR19170531-V16-43-page7.txt: [('-', ''), ('mes-', 'mes'), ('resur-', 'resur'), ('imme-', 'imme'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('cen-', 'cen'), ('sanitar-', 'sanitar')]
PUR19170531-V16-43-page8.txt: [('Messen-', 'Messen'), ('pro-', 'pro'), ('sub-', 'sub'), ('be-', 'be'), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('---', '--'), ('--', '-'), ('-', ''), ('--', '-'), ('i-', 'i'), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-I-', 'I-'), ('Le-', 'Le'), ('-', ''), ('-', ''), ('-', ''), ('"In-', '"In'), ('vicini-', 'vicini'), ('pro-', 'pro'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('l-', 'l'), ('.--', '.-'), ('--', '-'), ('--', '-'), ('--', '-'), ('-', ''), ('-', ''), ('.--', '.-'), ('.--', '.-'), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170607-V16-44-page11.txt: [('-', ''), ('-', ''), ('Depart-', 'Depart')]
PUR19170607-V16-44-page12.txt: [('-', '')]
PUR19170607-V16-44-page13.txt: [('Parent-', 'Parent'), ('-', '')]
PUR19170607-V16-44-page16.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170607-V16-44-page20.txt: [('-', ''), ('-', ''), ('Ac-', 'Ac'), ('-useful', 'useful'), ('satisfac-', 'satisfac'), ('-"', '"'), ('-', ''), ('-', ''), ('-Warming', 'Warming'), ('-', '')]
PUR19170607-V16-44-page21.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170607-V16-44-page23.txt: [('thirty-', 'thirty')]
PUR19170607-V16-44-page26.txt: [('-Work', 'Work')]
PUR19170607-V16-44-page27.txt: [('-', ''), ('Ec-', 'Ec')]
PUR19170607-V16-44-page30.txt: [('Because---', 'Because--'), ('to-', 'to')]
PUR19170607-V16-44-page31.txt: [('L-L-', 'L-L'), ('-', ''), ('-', ''), ('-', '')]
PUR19170607-V16-44-page32.txt: [('-', ''), ('-st', 'st'), ('-', ''), ('-lkeye', 'lkeye'), ('-.', '.'), ('t-', 't'), ('-', '')]
PUR19170614-V16-45-page1.txt: [('-cent', 'cent'), ('peo-', 'peo'), ('empha-', 'empha'), ('depart-', 'depart'), ('Ameri-', 'Ameri'), ('let-', 'let')]
PUR19170614-V16-45-page2.txt: [('West-', 'West')]
PUR19170614-V16-45-page3.txt: [('con-', 'con'), ('breth-', 'breth'), ('confi-', 'confi')]
PUR19170614-V16-45-page4.txt: [('Inter-', 'Inter'), ('morn-', 'morn'), ('San-', 'San'), ('Junc-', 'Junc'), ('camp-meet-', 'camp-meet'), ('Kun-', 'Kun')]
PUR19170614-V16-45-page5.txt: [('par-', 'par'), ('re-', 're'), ('Camp-', 'Camp'), ('al-', 'al')]
PUR19170614-V16-45-page6.txt: [('dur-', 'dur'), ('"mas-', '"mas'), ('de-', 'de'), ('follow-', 'follow'), ('faith-', 'faith'), ('pleas-', 'pleas'), ('Covell-', 'Covell'), ('Sab-', 'Sab'), ('"Re-', '"Re'), ('Command-', 'Command'), ('experi-', 'experi')]
PUR19170614-V16-45-page7.txt: [('Deliveries-', 'Deliveries'), ('Middle-', 'Middle'), ('prin-', 'prin'), ('-', ''), ('-', ''), ('cen-', 'cen'), ('Associ-', 'Associ'), ('en-', 'en'), ('meet-', 'meet'), ('Exchange.-', 'Exchange.'), ('-', '')]
PUR19170614-V16-45-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('un-', 'un'), ('difficul-', 'difficul'), ('sub-', 'sub'), ('-', ''), ('ex-', 'ex'), ('jew-', 'jew'), ('Mas-', 'Mas'), ('-', ''), ('Arizona-', 'Arizona'), ('-', ''), ('I-', 'I')]
PUR19170621-V16-46-page1.txt: [('-Box', 'Box'), ('-E.', 'E.'), ('-B.', 'B.'), ('-M.', 'M.'), ('-B.', 'B.'), ('-', ''), ('-E.', 'E.'), ('-', ''), ('-', '')]
PUR19170621-V16-46-page2.txt: [('ef-', 'ef'), ('print-', 'print')]
PUR19170621-V16-46-page3.txt: [('-had', 'had'), ('Bar-', 'Bar'), ('graduat-', 'graduat'), ('nor-', 'nor'), ('-yet', 'yet'), ('Dan-', 'Dan')]
PUR19170621-V16-46-page4.txt: [('substan-', 'substan'), ('Mc-', 'Mc'), ('ex-', 'ex'), ('At-', 'At'), ('-once', 'once'), ('confer-', 'confer'), ('situa-', 'situa'), ('at-', 'at'), ('El-', 'El'), ('meet-', 'meet')]
PUR19170621-V16-46-page5.txt: [('-', ''), ('-', ''), ('--result', '-result'), ('deprived-', 'deprived'), ('-', ''), ('-', ''), ('-', ''), ('-may', 'may'), ('-materially', 'materially'), ('-traveled', 'traveled'), ('-the', 'the'), ('near-', 'near'), ('week.-', 'week.'), ('-', ''), ('-', ''), ('-hour.', 'hour.'), ('-weeks', 'weeks'), ('-', ''), ("'other-", "'other"), ('-colporteurs', 'colporteurs'), ('-the', 'the'), ('-traveling', 'traveling'), ('troub-', 'troub')]
PUR19170621-V16-46-page6.txt: [('F.--', 'F.-'), ('-A', 'A'), ('ce-', 'ce'), ('-', ''), ('sani-', 'sani'), ('Cor-', 'Cor'), ('Sale.-', 'Sale.'), ('-', '')]
PUR19170621-V16-46-page7.txt: [('suffer-', 'suffer'), ('-', ''), ('-', ''), ('El-', 'El'), ('-', ''), ('-', ''), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Arizona-', 'Arizona'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('San-', 'San'), ('will-', 'will')]
PUR19170621-V16-46-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('re-', 're'), ('-', ''), ('pre-', 'pre'), ('vil-', 'vil')]
PUR19170628-V16-47-page1.txt: [('Asj-', 'Asj'), ('quick-', 'quick')]
PUR19170628-V16-47-page2.txt: [('-missions', 'missions'), ('offer-', 'offer'), ('offer-', 'offer'), ('in-', 'in')]
PUR19170628-V16-47-page3.txt: [('Cali-', 'Cali'), ('Phoe-', 'Phoe'), ('con-', 'con'), ('addi-', 'addi'), ('ex-', 'ex'), ('re-', 're'), ('camp-meet-', 'camp-meet'), ('camp-', 'camp'), ('in-', 'in')]
PUR19170628-V16-47-page4.txt: [('oth-', 'oth'), ('Sub-', 'Sub'), ('Thir-', 'Thir'), ('En-', 'En')]
PUR19170628-V16-47-page5.txt: [('aft-', 'aft'), ('camp-', 'camp'), ('ques-', 'ques'), ('cer-', 'cer'), ('in-', 'in'), ('teach-', 'teach')]
PUR19170628-V16-47-page6.txt: [('work-', 'work'), ('faith-', 'faith'), ('for-', 'for')]
PUR19170628-V16-47-page7.txt: [('-', ''), ('Associ-', 'Associ'), ('Re-', 'Re'), ('Up-', 'Up')]
PUR19170628-V16-47-page8.txt: [('-', ''), ('three-', 'three'), ('-', ''), ('-', ''), ('-', ''), ('ad-', 'ad'), ('peo-', 'peo'), ('con-', 'con'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170705-V16-48-page1.txt: [('-', ''), ('-', ''), ('Je-', 'Je')]
PUR19170705-V16-48-page2.txt: [('mid-', 'mid'), ('your-', 'your'), ('as-', 'as'), ('convenient-', 'convenient'), ('at-', 'at')]
PUR19170705-V16-48-page3.txt: [('o-', 'o'), ('meth-', 'meth'), ('profit-', 'profit'), ('splen-', 'splen'), ('In-', 'In'), ('-from', 'from'), ('af-', 'af')]
PUR19170705-V16-48-page4.txt: [('bind-', 'bind'), ('as-', 'as'), ('-', ''), ('chil-', 'chil'), ('-', ''), ('-', ''), ('-large', 'large'), ('bind-', 'bind')]
PUR19170705-V16-48-page5.txt: [('wa-', 'wa'), ('meet-', 'meet'), ('real-', 'real')]
PUR19170705-V16-48-page6.txt: [('re-', 're'), ('CAMP-', 'CAMP'), ('count-', 'count'), ('Junc-', 'Junc'), ('camp-meet-', 'camp-meet')]
PUR19170705-V16-48-page7.txt: [('Acad-', 'Acad'), ('Califor-', 'Califor'), ('exer-', 'exer'), ('can-', 'can'), ('asso-', 'asso'), ('"Bles-', '"Bles'), ('Fer-', 'Fer'), ('en-', 'en'), ('organi-', 'organi'), ('In-', 'In'), ('en-', 'en'), ('wa-', 'wa')]
PUR19170705-V16-48-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('o-', 'o'), ('ex-', 'ex'), ('ex-', 'ex'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('I-', 'I'), ('-', ''), ('-', ''), ('-', ''), ('I-', 'I'), ('-', ''), ('-', ''), ('-', '')]
PUR19170712-V16-49-page1.txt: [('de-', 'de'), ('giv-', 'giv'), ('-', '')]
PUR19170712-V16-49-page2.txt: [('wit-', 'wit'), ('thor-', 'thor'), ('origi-', 'origi'), ('num-', 'num'), ('ad-', 'ad')]
PUR19170712-V16-49-page3.txt: [('-siesta', 'siesta'), ('hold-', 'hold'), ('Sun-', 'Sun'), ('un-', 'un'), ('speak-', 'speak'), ('---', '--'), ('con-', 'con'), ('cam-', 'cam'), ('pre-', 'pre')]
PUR19170712-V16-49-page4.txt: [('pur-', 'pur'), ('Sabbath-', 'Sabbath'), ('num-', 'num'), ('re-', 're'), ('Ches-', 'Ches'), ('elemen-', 'elemen')]
PUR19170712-V16-49-page5.txt: [('spe-', 'spe')]
PUR19170712-V16-49-page6.txt: [('-', ''), ('Acade-', 'Acade'), ('"Ven-', '"Ven'), ('secre-', 'secre'), ('-', ''), ('wish-', 'wish'), ('-', ''), ('-of', 'of')]
PUR19170712-V16-49-page7.txt: [('reorgan-', 'reorgan'), ('chil-', 'chil'), ('Ad-', 'Ad'), ('-A', 'A'), ('ser-', 'ser'), ('-', ''), ('Thomp-', 'Thomp'), ('remain-', 'remain'), ('pur-', 'pur'), ('salva-', 'salva')]
PUR19170712-V16-49-page8.txt: [('-', ''), ('-', ''), ('sancti-', 'sancti'), ('con-', 'con'), ('In-', 'In'), ('min-', 'min'), ('-', ''), ('giv-', 'giv'), ('call-', 'call'), ('ques-', 'ques'), ('denomina-', 'denomina'), ('assist-', 'assist'), ('pro-', 'pro'), ('Tru-', 'Tru'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170719-V16-50-page1.txt: [('-', ''), ('heav-', 'heav'), ('Dic-', 'Dic'), ('rec-', 'rec')]
PUR19170719-V16-50-page2.txt: [('ton-', 'ton'), ('-Marine', 'Marine'), ('Oth-', 'Oth'), ('declara-', 'declara'), ('publica-', 'publica'), ('every-', 'every'), ('-', '')]
PUR19170719-V16-50-page3.txt: [('Broth-', 'Broth'), ('Ly-', 'Ly'), ('manifest-', 'manifest'), ('ef-', 'ef'), ('Armo-', 'Armo')]
PUR19170719-V16-50-page4.txt: [('def-', 'def'), ('pre-', 'pre'), ('se-', 'se'), ('neces-', 'neces'), ('Or-', 'Or'), ('un-', 'un'), ('grant-', 'grant')]
PUR19170719-V16-50-page5.txt: [('report-', 'report'), ('appre-', 'appre')]
PUR19170719-V16-50-page6.txt: [('-', ''), ('con-', 'con'), ('every-', 'every'), ('Twenty-cent-a-', 'Twenty-cent-a')]
PUR19170719-V16-50-page7.txt: [('-A', 'A'), ('-', '')]
PUR19170719-V16-50-page8.txt: [('-', ''), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('un-', 'un'), ('respect-', 'respect'), ('pre-', 'pre'), ('-or', 'or'), ('pos-', 'pos'), ('es-', 'es'), ('Establish-', 'Establish'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170726-V16-51-page1.txt: [('un-', 'un'), ('be-', 'be')]
PUR19170726-V16-51-page2.txt: [('es-', 'es'), ('lec-', 'lec'), ('El-', 'El'), ('decen-', 'decen'), ('giv-', 'giv'), ('fal-', 'fal'), ('en-', 'en')]
PUR19170726-V16-51-page3.txt: [('publish-', 'publish'), ('litera-', 'litera'), ('publish-', 'publish')]
PUR19170726-V16-51-page4.txt: [('-', ''), ('Elec-', 'Elec'), ('re-', 're'), ('Wash-', 'Wash'), ('in-', 'in'), ('-t-tion', 't-tion')]
PUR19170726-V16-51-page5.txt: [('Tues-', 'Tues'), ('rep-', 'rep'), ('Hol-', 'Hol')]
PUR19170726-V16-51-page6.txt: [('meas-', 'meas'), ('work-', 'work'), ('-', ''), ('Cali-', 'Cali'), ('cer-', 'cer'), ('Kos-', 'Kos'), ('coun-', 'coun')]
PUR19170726-V16-51-page7.txt: [('min-', 'min'), ('prop-', 'prop'), ('-UCATIONAL-', 'UCATIONAL-'), ('addi-', 'addi'), ('ar-', 'ar'), ('of-', 'of'), ('view-', 'view'), ('build-', 'build'), ('increas-', 'increas'), ('-', ''), ('-cent-', 'cent-'), ('frame-', 'frame')]
PUR19170726-V16-51-page8.txt: [('-', ''), ('-', ''), ('.-', '.'), ('-', ''), ('.--', '.-'), ('.--', '.-'), ('--.', '-.'), ('.-', '.'), ('.-', '.'), ('-', ''), ('-.', '.'), ('.--', '.-'), ('.-', '.'), ('.-', '.'), ('.-', '.'), ('pay-', 'pay'), ('-', ''), ('peo-', 'peo'), ('camp-', 'camp'), ('passen-', 'passen'), ('keep-', 'keep'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19170802-V16-52-page1.txt: [('Sev-', 'Sev'), ('excite-', 'excite'), ('edito-', 'edito'), ('revela-', 'revela'), ('enjoy-', 'enjoy'), ('disci-', 'disci'), ('-', '')]
PUR19170802-V16-52-page2.txt: [('heart-', 'heart'), ('suf-', 'suf'), ('admira-', 'admira'), ('Breth-', 'Breth'), ('In-', 'In')]
PUR19170802-V16-52-page3.txt: [('Eu-', 'Eu'), ('mys-', 'mys'), ('accept-', 'accept'), ('Trin-', 'Trin'), ("-class'", "class'")]
PUR19170802-V16-52-page4.txt: [('Inter-', 'Inter'), ('con-', 'con'), ('vaca-', 'vaca'), ('fail-', 'fail'), ('mem-', 'mem'), ('self-', 'self'), ('Snod-', 'Snod'), ('peo-', 'peo')]
PUR19170802-V16-52-page5.txt: [('at-', 'at'), ('-grOund', 'grOund'), ('Sab-', 'Sab'), ('ap-', 'ap')]
PUR19170802-V16-52-page6.txt: [('Flagg-', 'Flagg'), ('se-', 'se'), ('Controv-', 'Controv'), ('Broth-', 'Broth'), ('be-', 'be'), ('camp-meet-', 'camp-meet'), ('Mem-', 'Mem'), ('em-', 'em')]
PUR19170802-V16-52-page8.txt: [('-hould', 'hould'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('at-', 'at'), ('af-', 'af'), ('-to', 'to'), ('Pa-', 'Pa')]
PUR19170809-V17-01-page1.txt: [('re-', 're'), ('sol-', 'sol'), ('judg-', 'judg')]
PUR19170809-V17-01-page2.txt: [('-', ''), ('-study', 'study'), ('county-', 'county'), ('Seventh-', 'Seventh')]
PUR19170809-V17-01-page3.txt: [('ad-', 'ad'), ('tick-', 'tick'), ('attend-', 'attend'), ('prob-', 'prob')]
PUR19170809-V17-01-page4.txt: [('UNION-', 'UNION')]
PUR19170809-V17-01-page5.txt: [('be-', 'be'), ('near-', 'near'), ('lit-', 'lit'), ('al-', 'al')]
PUR19170809-V17-01-page6.txt: [('-"firoiig', '"firoiig'), ('"Bi-', '"Bi')]
PUR19170809-V17-01-page7.txt: [('child-', 'child'), ('Presbyte-', 'Presbyte'), ('con-', 'con'), ('await-', 'await'), ('Moore.-', 'Moore.'), ('-F.', 'F.'), ('sum-', 'sum'), ('Oak-', 'Oak'), ('Weather-', 'Weather'), ('Ad-', 'Ad'), ('to-', 'to'), ('per-', 'per'), ('mis-', 'mis')]
PUR19170809-V17-01-page8.txt: [('sis-', 'sis'), ('-', ''), ('-', ''), ('-', ''), ('un-', 'un'), ('val-', 'val'), ('mes-', 'mes'), ('mis-', 'mis'), ('mission-', 'mission'), ('re-', 're'), ('every-', 'every'), ('thresh-', 'thresh'), ('-', ''), ('-', ''), ('-t', 't'), ('-t-', 't-')]
PUR19170816-V17-02-page1.txt: [('Evan-', 'Evan'), ('Evan-', 'Evan'), ('con-', 'con'), ('Evange-', 'Evange'), ('Pa-', 'Pa'), ('Volun-', 'Volun'), ('fol-', 'fol'), ('mem-', 'mem'), ('eight-', 'eight'), ('Mis-', 'Mis'), ('-', '')]
PUR19170816-V17-02-page2.txt: [('ar-', 'ar'), ('-other', 'other'), ('re-', 're')]
PUR19170816-V17-02-page3.txt: [('ob-', 'ob'), ('-', ''), ('This-', 'This')]
PUR19170816-V17-02-page5.txt: [('-PACIFIC', 'PACIFIC'), ('num-', 'num'), ('-look', 'look'), ('-yawneda', 'yawneda'), ('-hand.-', 'hand.-'), ('-', ''), ('-', '')]
PUR19170816-V17-02-page6.txt: [('Mag-', 'Mag'), ('dol-', 'dol'), ('wait-', 'wait'), ('-to', 'to'), ('pro-', 'pro')]
PUR19170816-V17-02-page7.txt: [('-', ''), ('intermedi-', 'intermedi'), ('-', '')]
PUR19170816-V17-02-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('neces-', 'neces'), ('-', ''), ('govern-', 'govern'), ('hold-', 'hold'), ('-', ''), ('-', '')]
PUR19170823-V17-03-page1.txt: [('-', ''), ('-in', 'in'), ('-the-', 'the-')]
PUR19170823-V17-03-page2.txt: [('com-', 'com'), ('of-', 'of'), ('reach-', 'reach'), ('Her-', 'Her'), ('an-', 'an')]
PUR19170823-V17-03-page3.txt: [('re-', 're'), ('confer-', 'confer'), ('Chris-', 'Chris'), ('-', '')]
PUR19170823-V17-03-page4.txt: [('lit-', 'lit'), ('ob-', 'ob'), ('ef-', 'ef'), ('ef-', 'ef'), ('-', '')]
PUR19170823-V17-03-page5.txt: [('Dix-', 'Dix'), ('In-', 'In')]
PUR19170823-V17-03-page6.txt: [('Wanted.-', 'Wanted.'), ('-A', 'A'), ('-', ''), ('child-', 'child'), ('Bargain.-', 'Bargain.'), ('Arl-', 'Arl'), ('Oak-', 'Oak'), ('Exchange.-', 'Exchange.'), ('un-', 'un'), ('-', ''), ('can-', 'can'), ('-', ''), ('wa-', 'wa'), ('Sale.-', 'Sale.'), ('con-', 'con'), ('sacri-', 'sacri'), ('satis-', 'satis'), ('knowl-', 'knowl')]
PUR19170823-V17-03-page7.txt: [('Michi-', 'Michi'), ('Caro-', 'Caro'), ('Nor-', 'Nor'), ('new-', 'new'), ('Matte-', 'Matte'), ('per-', 'per'), ('-his.', 'his.'), ('-not', 'not'), ('Wash-', 'Wash'), ('mes-', 'mes')]
PUR19170823-V17-03-page8.txt: [('-', ''), ('Pa-', 'Pa'), ('God-', 'God'), ('-', '')]
PUR19170830-V17-04-page1.txt: [('Takoma-', 'Takoma'), ('-', ''), ('Immediate-', 'Immediate'), ('pray-', 'pray'), ('Every-', 'Every'), ('coun-', 'coun'), ('that-peo-', 'that-peo')]
PUR19170830-V17-04-page2.txt: [('temp-', 'temp'), ('splen-', 'splen'), ('con-', 'con'), ('de-', 'de'), ('-', ''), ('for-', 'for'), ('con-', 'con'), ('instruc-', 'instruc'), ('believ-', 'believ'), ('situ-', 'situ'), ('di-', 'di')]
PUR19170830-V17-04-page3.txt: [('Sep-', 'Sep'), ('at-', 'at'), ('immi-', 'immi')]
PUR19170830-V17-04-page4.txt: [('-', ''), ('en-', 'en')]
PUR19170830-V17-04-page5.txt: [('to-', 'to'), ('un-', 'un'), ('Sub-', 'Sub'), ('count-', 'count'), ('for-', 'for'), ('im-', 'im'), ('sum-', 'sum'), ('ac-', 'ac'), ('fur-', 'fur'), ('recom-', 'recom'), ('civi-', 'civi'), ('-', '')]
PUR19170830-V17-04-page6.txt: [('RECORDER-', 'RECORDER'), ('Inci-', 'Inci'), ('-year-old', 'year-old'), ('-s', 's'), ('chil-', 'chil'), ('writ-', 'writ'), ('im-', 'im'), ('Junc-', 'Junc'), ('inter-', 'inter'), ('-', ''), ('en-', 'en')]
PUR19170830-V17-04-page7.txt: [('writ-', 'writ'), ('Civ-', 'Civ'), ('confer-', 'confer'), ('sacri-', 'sacri'), ('reas-', 'reas'), ('-', ''), ('-oorn', 'oorn'), ('-nost', 'nost'), ('re-', 're'), ('grand-', 'grand'), ('-Sale', 'Sale'), ('Presi-', 'Presi'), ('illus-', 'illus'), ('Tomor-', 'Tomor'), ('de-', 'de')]
PUR19170830-V17-04-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('CONFER-', 'CONFER'), ('owvogivoiridir-', 'owvogivoiridir'), ('slogan-', 'slogan'), ('varnish-', 'varnish'), ('im-', 'im'), ('Col-', 'Col'), ('Or-', 'Or')]
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PUR19170906-V17-05-page2.txt: [('deal-', 'deal'), ('en-', 'en'), ('ex-', 'ex'), ('king-', 'king'), ('em-', 'em'), ('Rev-', 'Rev')]
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PUR19170913-V17-06-page5.txt: [('carrypart-', 'carrypart'), ('mail-', 'mail'), ('Confer-', 'Confer'), ('-nessage.', 'nessage.'), ('mission-', 'mission'), ('con-', 'con')]
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PUR19170920-V17-07-page4.txt: [('-', ''), ('Tay-', 'Tay'), ('Oth-', 'Oth'), ('that-', 'that'), ('--', '-'), ('start-', 'start'), ('Jesus.-', 'Jesus.')]
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PUR19170920-V17-07-page6.txt: [('anx-', 'anx'), ('con-', 'con'), ('re-', 're'), ('ex-', 'ex'), ('-Brother', 'Brother'), ('Me-', 'Me'), ('do-', 'do')]
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PUR19170920-V17-07-page8.txt: [('-', ''), ('Pa-', 'Pa'), ('Thous-', 'Thous'), ('-', ''), ('-', ''), ('CONFER-', 'CONFER'), ('gw-Prviwiror-orw-', 'gw-Prviwiror-orw'), ('.-', '.'), ('.-', '.'), ('con-', 'con'), ('-', ''), ('suc-', 'suc'), ('-', '')]
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PUR19170927-V17-08-page4.txt: [('Eu-', 'Eu'), ('inter-', 'inter'), ('fin-', 'fin'), ('Broth-', 'Broth'), ('in-', 'in'), ('-', '')]
PUR19170927-V17-08-page5.txt: [('vol-', 'vol'), ('state-', 'state'), ('mem-', 'mem'), ('or-', 'or'), ('morn-', 'morn'), ('con-', 'con')]
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PUR19170927-V17-08-page7.txt: [('R-', 'R'), ('Sab-', 'Sab'), ('do-', 'do'), ('methods.-', 'methods.'), ('Sanitar-', 'Sanitar'), ('An-', 'An'), ('edu-', 'edu'), ('Sani-', 'Sani'), ('or-', 'or'), ('Advent-', 'Advent')]
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PUR19171004-V17-09-page2.txt: [('Som-', 'Som'), ('ce-', 'ce')]
PUR19171004-V17-09-page3.txt: [('north-', 'north'), ('toim-', 'toim'), ('col-', 'col')]
PUR19171004-V17-09-page4.txt: [('be-', 'be'), ('stu-', 'stu'), ('re-', 're')]
PUR19171004-V17-09-page5.txt: [('-', ''), ('fu-', 'fu'), ('excite-', 'excite'), ('of-', 'of')]
PUR19171004-V17-09-page6.txt: [('-', ''), ('-', ''), ('-', ''), ('treas-', 'treas')]
PUR19171004-V17-09-page7.txt: [('lir-', 'lir'), ('-', ''), ('-', ''), ('in-', 'in'), ('en-', 'en'), ('re-', 're'), ('com-', 'com'), ('de-', 'de')]
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PUR19171011-V17-10-page2.txt: [('-fund', 'fund'), ('opportu-', 'opportu')]
PUR19171011-V17-10-page3.txt: [('arrange-', 'arrange'), ('re-', 're'), ('-per', 'per'), ('ar-', 'ar'), ('direc-', 'direc'), ('for-', 'for')]
PUR19171011-V17-10-page4.txt: [('associat-', 'associat'), ('exper-', 'exper'), ('Farns-', 'Farns'), ('-', ''), ('Confer-', 'Confer')]
PUR19171011-V17-10-page5.txt: [('Le-', 'Le'), ('Bag-', 'Bag'), ('-etentive', 'etentive'), ('In-', 'In'), ('-ion', 'ion'), ('attend-', 'attend'), ('interest-', 'interest')]
PUR19171011-V17-10-page6.txt: [('Hins-', 'Hins'), ('"Re-', '"Re'), ('con-', 'con'), ('expres-', 'expres')]
PUR19171011-V17-10-page7.txt: [('open-', 'open'), ('"Re-', '"Re'), ('in-', 'in'), ('ex-', 'ex'), ('Sani-', 'Sani')]
PUR19171011-V17-10-page8.txt: [('-', ''), ('con-', 'con'), ('con-', 'con'), ('interest-', 'interest')]
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PUR19171018-V17-11-page3.txt: [('peo-', 'peo'), ('addi-', 'addi')]
PUR19171018-V17-11-page4.txt: [('-', '')]
PUR19171018-V17-11-page5.txt: [('twenty-cent-a-', 'twenty-cent-a')]
PUR19171018-V17-11-page6.txt: [('-', ''), ('"col-', '"col'), ('classi-', 'classi'), ('about-', 'about'), ('colle-', 'colle')]
PUR19171018-V17-11-page7.txt: [('hard-', 'hard'), ('cus-', 'cus'), ('per-', 'per')]
PUR19171018-V17-11-page8.txt: [('-', ''), ('liv-', 'liv'), ('prob-', 'prob'), ('-', ''), ('-', ''), ('mission-', 'mission'), ('Cali-', 'Cali'), ('Be-', 'Be')]
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PUR19171025-V17-12-page4.txt: [('inno-', 'inno'), ('bat-', 'bat'), ('regu-', 'regu'), ('govern-', 'govern'), ('advan-', 'advan'), ('danger-', 'danger'), ('protect-', 'protect')]
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PUR19171025-V17-12-page8.txt: [('evange-', 'evange'), ('-', ''), ('-', ''), ('-', ''), ('ser-', 'ser'), ('intel-', 'intel'), ('mes-', 'mes'), ('procla-', 'procla')]
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PUR19171101-V17-13-page3.txt: [('ev-', 'ev'), ('per-', 'per'), ('read-', 'read'), ('-', ''), ('-cent', 'cent'), ('-', ''), ('"Re-', '"Re')]
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PUR19171101-V17-13-page5.txt: [('dan-', 'dan'), ('abil-', 'abil'), ('in-', 'in'), ('Dieffen-', 'Dieffen'), ('examina-', 'examina')]
PUR19171101-V17-13-page6.txt: [('Ger-', 'Ger'), ('fun-', 'fun'), ('In-', 'In'), ('them-', 'them'), ('Pali-', 'Pali'), ('In-', 'In'), ('re-', 're'), ('C-', 'C')]
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PUR19171108-V17-14-page3.txt: [('return-', 'return'), ('ex-', 'ex'), ('em-', 'em'), ('-thatthe', 'thatthe'), ('ac-', 'ac'), ('be-', 'be')]
PUR19171108-V17-14-page4.txt: [('--FIELD', '-FIELD'), ('G"AS--', 'G"AS-'), ('-', ''), ('meet-', 'meet')]
PUR19171108-V17-14-page5.txt: [('N-', 'N'), ('Univer-', 'Univer'), ('yea-', 'yea'), ('Ed-', 'Ed'), ('Cal-', 'Cal'), ('Mon-', 'Mon'), ("-work'", "work'"), ('--short', '-short'), ('for-', 'for'), ('-strong', 'strong')]
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PUR19171108-V17-14-page7.txt: [('-', ''), ('rza-', 'rza'), ('-', ''), ('-drawing.', 'drawing.'), ('-to', 'to'), ('nrany-', 'nrany'), ('week.-', 'week.')]
PUR19171108-V17-14-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('Ec-', 'Ec'), ('govern-', 'govern'), ('un-', 'un'), ('train-', 'train')]
PUR19171115-V17-15-page1.txt: [('funds.-', 'funds.'), ('contempla-', 'contempla'), ('-the', 'the'), ('deep-', 'deep'), ('whet-', 'whet'), ('-', ''), ('mes-', 'mes'), ('-i', 'i'), ('-life', 'life'), ('-that', 'that'), ('-', '')]
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PUR19171115-V17-15-page3.txt: [('re-', 're'), ('ex-', 'ex'), ('-Others', 'Others'), ('Campaign-', 'Campaign'), ('Inter-', 'Inter'), ('es-', 'es')]
PUR19171115-V17-15-page4.txt: [('ef-', 'ef'), ('rust-', 'rust'), ('ex-', 'ex'), ('broth-', 'broth'), ('be-', 'be')]
PUR19171115-V17-15-page5.txt: [('com-', 'com'), ('re-', 're'), ('ef-', 'ef'), ('Seventh-', 'Seventh'), ('-', '')]
PUR19171115-V17-15-page6.txt: [('super-', 'super'), ('stu-', 'stu'), ('stu-', 'stu'), ('Un-', 'Un'), ('attend-', 'attend'), ('-Sec.', 'Sec.')]
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PUR19171122-V17-16-page3.txt: [('Sever-', 'Sever'), ('No-', 'No')]
PUR19171122-V17-16-page4.txt: [('offer-', 'offer'), ('baptis-', 'baptis')]
PUR19171122-V17-16-page5.txt: [('Sab-', 'Sab')]
PUR19171122-V17-16-page6.txt: [('ex-', 'ex')]
PUR19171122-V17-16-page7.txt: [('as-', 'as'), ('nu-', 'nu'), ('deep-', 'deep'), ('in-', 'in'), ('Jenks--', 'Jenks-'), ('-', '')]
PUR19171122-V17-16-page8.txt: [('-', ''), ('sup-', 'sup'), ('-', ''), ('-', ''), ('-', ''), ('prac-', 'prac'), ('"Re-', '"Re'), ('de-', 'de'), ('pres-', 'pres'), ('our-', 'our'), ('relish-', 'relish'), ('bulle-', 'bulle'), ('per-', 'per')]
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PUR19171129-V17-17-page3.txt: [('teach-', 'teach'), ('teach-', 'teach'), ('un-', 'un'), ('Han-', 'Han'), ('Han-', 'Han')]
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PUR19171129-V17-17-page7.txt: [('-three', 'three'), ('-within', 'within'), ('--', '-'), ('cham-', 'cham'), ('Hick-', 'Hick'), ('secre-', 'secre'), ('trum-', 'trum')]
PUR19171129-V17-17-page8.txt: [('-', ''), ('-', ''), ('move-', 'move'), ('ap-', 'ap'), ('-per-', 'per-'), ('cit-', 'cit'), ('-', '')]
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PUR19171206-V17-18-page2.txt: [('ob-', 'ob'), ('Harv-', 'Harv'), ('subscrib-', 'subscrib')]
PUR19171206-V17-18-page3.txt: [('-', ''), ('con-', 'con'), ('meas-', 'meas'), ('deteriora-', 'deteriora'), ('pur-', 'pur'), ('-God', 'God'), ('-', ''), ('-', ''), ('sugges-', 'sugges'), ('-', ''), ('-to', 'to'), ('make-', 'make'), ('-a', 'a'), ("-'for", "'for"), ('de-', 'de')]
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PUR19171206-V17-18-page5.txt: [('ta-', 'ta'), ('-ice', 'ice'), ('sur-', 'sur'), ('re-', 're'), ('as-', 'as'), ('prac-', 'prac'), ('let-', 'let'), ('an-', 'an'), ('re-', 're'), ('pro-', 'pro'), ('El-', 'El'), ('ser-', 'ser')]
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PUR19171206-V17-18-page7.txt: [('mes-', 'mes'), ('Buckminister.-', 'Buckminister.')]
PUR19171206-V17-18-page8.txt: [('interest-', 'interest'), ('il-', 'il'), ('-', ''), ('-', ''), ('Pa-', 'Pa'), ('con-', 'con')]
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PUR19171213-V17-19-page2.txt: [('love.-', 'love.'), ('-foot', 'foot'), ('prohibit-', 'prohibit'), ('op-', 'op')]
PUR19171213-V17-19-page3.txt: [('P-', 'P'), ('-tT', 'tT'), ('message-', 'message'), ('-difficulty', 'difficulty'), ('do-', 'do')]
PUR19171213-V17-19-page4.txt: [('cour-', 'cour'), ('attract-', 'attract')]
PUR19171213-V17-19-page5.txt: [('teach-', 'teach'), ('-from', 'from'), ('This-', 'This'), ('-"ray-"', '"ray-"'), ('and--', 'and-'), ('re-', 're'), ('some-', 'some')]
PUR19171213-V17-19-page6.txt: [('ev-', 'ev'), ('cri-', 'cri'), ('def-', 'def'), ('canvass-', 'canvass'), ('at-', 'at')]
PUR19171213-V17-19-page8.txt: [('An-', 'An'), ('tem-', 'tem'), ('-', ''), ('un-', 'un'), ('stagger-', 'stagger'), ('obed-', 'obed'), ('Redeem-', 'Redeem'), ('Of-', 'Of')]
PUR19171220-V17-20-page1.txt: [('ad-', 'ad'), ('encourag-', 'encourag'), ('Pain-', 'Pain'), ('offer-', 'offer')]
PUR19171220-V17-20-page3.txt: [('Broth-', 'Broth'), ('them-', 'them'), ("'Watch-", "'Watch"), ('Mac-', 'Mac')]
PUR19171220-V17-20-page4.txt: [('Cal-', 'Cal'), ('pub-', 'pub'), ('lim-', 'lim'), ('-', ''), ('subscrip-', 'subscrip')]
PUR19171220-V17-20-page5.txt: [('be-', 'be'), ('test-', 'test'), ('camp-meet-', 'camp-meet'), ('late-', 'late'), ('meet-', 'meet'), ('-takes', 'takes'), ('-efforts', 'efforts'), ('-the', 'the')]
PUR19171220-V17-20-page6.txt: [('accept-', 'accept'), ('im-', 'im'), ('finan-', 'finan'), ('-our', 'our'), ('pur-', 'pur')]
PUR19171220-V17-20-page7.txt: [('-', ''), ('Advent-', 'Advent'), ('a-', 'a')]
PUR19171220-V17-20-page8.txt: [('-', ''), ('-', ''), ('represent-', 'represent'), ('un-', 'un'), ('-', ''), ('possi-', 'possi'), ('-', ''), ('-started', 'started'), ('quan-', 'quan'), ('subscrib-', 'subscrib')]
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PUR19171227-V17-21-page2.txt: [('-', ''), ('-RE', 'RE'), ('-', ''), ('-heartiest', 'heartiest'), ('be-', 'be'), ('at-', 'at'), ('op-', 'op'), ('pre-', 'pre'), ('ev-', 'ev'), ('re-', 're'), ('defi-', 'defi')]
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PUR19171227-V17-21-page4.txt: [('re-', 're'), ('teach-', 'teach'), ('dry-', 'dry'), ('in-', 'in'), ('Pali-', 'Pali')]
PUR19171227-V17-21-page5.txt: [('-', ''), ('El-', 'El'), ('Ingatherirpa-', 'Ingatherirpa'), ('Jen-', 'Jen'), ('con-', 'con'), ('Eliza-', 'Eliza'), ('bet-', 'bet'), ('yield-', 'yield'), ('Fri-', 'Fri'), ('Gel-', 'Gel')]
PUR19171227-V17-21-page6.txt: [('attend-', 'attend'), ('num-', 'num'), ('strength-', 'strength'), ('impor-', 'impor'), ('Cali-', 'Cali'), ('lead-', 'lead'), ('con-', 'con'), ('cotducting-', 'cotducting'), ('in-', 'in'), ('attend-', 'attend')]
PUR19171227-V17-21-page7.txt: [('pray-', 'pray'), ('-', ''), ('.....Sini-', '.....Sini'), ('physi-', 'physi'), ('-clan', 'clan'), ('GeorgiaMilier-', 'GeorgiaMilier'), ('-', '')]
PUR19171227-V17-21-page8.txt: [('awak-', 'awak'), ('-', ''), ('-', ''), ('-', ''), ('lit-', 'lit'), ('Singa-', 'Singa'), ('-', ''), ('Coun-', 'Coun'), ('imper-', 'imper'), ('Broth-', 'Broth'), ('offer-', 'offer'), ('work-', 'work'), ('extreme-', 'extreme'), ('mis-', 'mis'), ('occa-', 'occa')]
PUR19180103-V17-22-page1.txt: [('fin-', 'fin'), ('-which', 'which'), ('com-', 'com')]
PUR19180103-V17-22-page2.txt: [('let-', 'let')]
PUR19180103-V17-22-page3.txt: [('pre-', 'pre')]
PUR19180103-V17-22-page4.txt: [('sub-', 'sub'), ('confer-', 'confer'), ('In-', 'In'), ('Her-', 'Her'), ('sev-', 'sev')]
PUR19180103-V17-22-page5.txt: [('-r', 'r'), ('-i', 'i'), ('work-', 'work')]
PUR19180103-V17-22-page6.txt: [('hun-', 'hun'), ('dif-', 'dif'), ('oc-', 'oc'), ('permit-', 'permit'), ('num-', 'num')]
PUR19180103-V17-22-page7.txt: [('per-', 'per'), ('-', ''), ('Sanita-', 'Sanita'), ('corpo-', 'corpo'), ('con-', 'con')]
PUR19180103-V17-22-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('confer-', 'confer'), ('for-', 'for'), ('-spend', 'spend'), ('con-', 'con'), ('im-', 'im')]
PUR19180110-V17-23-page1.txt: [('-Then', 'Then'), ('visita-', 'visita'), ('eter-', 'eter'), ('-oast', 'oast'), ('-', '')]
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PUR19180110-V17-23-page5.txt: [('cour-', 'cour'), ('-', ''), ('mon-', 'mon'), ('re-', 're'), ('in-', 'in'), ('hav-', 'hav'), ('stu-', 'stu')]
PUR19180110-V17-23-page6.txt: [('Cal-', 'Cal'), ('-Six', 'Six'), ('Ad-', 'Ad'), ('in-', 'in'), ('-', ''), ('-Cent', 'Cent')]
PUR19180110-V17-23-page7.txt: [('-A\'C"I', 'A\'C"I'), ('De-', 'De'), ('new-', 'new'), ('--Contained', '-Contained'), ('-', ''), ('-sale', 'sale'), ('-cent', 'cent'), ('the-', 'the'), ('-issue', 'issue'), ('makes-', 'makes'), ('rem-', 'rem'), ('-', ''), ('--', '-'), ('the-', 'the'), ('--are-carrying', '-are-carrying'), ("-'nationaliti", "'nationaliti"), ('dare-Allan-', 'dare-Allan'), ('-', ''), ('--', '-'), ('-', ''), ('California-', 'California'), ('-', ''), ('-', ''), ('Reese-', 'Reese'), ('AnderSon-', 'AnderSon'), ('-three', 'three'), ('-', ''), ('-', '')]
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PUR19180117-V17-24-page2.txt: [('-', ''), ('histo-', 'histo'), ('Attain-', 'Attain'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Leaf-', 'Leaf'), ('re-', 're')]
PUR19180117-V17-24-page3.txt: [('-Flinn', 'Flinn'), ('-', ''), ('or-', 'or'), ('-thoroughly', 'thoroughly')]
PUR19180117-V17-24-page4.txt: [('Cali-', 'Cali'), ('through-', 'through'), ('aver-', 'aver'), ('prob-', 'prob'), ('prev-', 'prev'), ('com-', 'com')]
PUR19180117-V17-24-page5.txt: [('-ct', 'ct'), ('-', ''), ('-s', 's'), ('regu-', 'regu'), ('iii-', 'iii')]
PUR19180117-V17-24-page6.txt: [('inser-', 'inser'), ('amend-', 'amend')]
PUR19180117-V17-24-page7.txt: [('Sanita-', 'Sanita'), ('de-', 'de'), ('funer-', 'funer'), ('Homes.-', 'Homes.'), ('Mark-', 'Mark')]
PUR19180117-V17-24-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('appreciat-', 'appreciat'), ('contri-', 'contri'), ('ho--', 'ho-')]
PUR19180124-V17-25-page1.txt: [('provi-', 'provi'), ('Febru-', 'Febru')]
PUR19180124-V17-25-page2.txt: [('Con-', 'Con'), ('meet-', 'meet'), ('contri-', 'contri'), ('Con-', 'Con'), ('At-', 'At')]
PUR19180124-V17-25-page3.txt: [('be-', 'be'), ('consecrat-', 'consecrat'), ('Ad-', 'Ad')]
PUR19180124-V17-25-page4.txt: [('Fund-', 'Fund'), ('-cent', 'cent'), ('pro-', 'pro'), ('build-', 'build'), ('furnish-', 'furnish'), ('-J.', 'J.'), ('ad-', 'ad'), ('seat-', 'seat'), ('mis-', 'mis'), ('en-', 'en')]
PUR19180124-V17-25-page5.txt: [('.Nel-', '.Nel'), ('examina-', 'examina'), ('-', ''), ('class-', 'class'), ('se-', 'se'), ('Attain-', 'Attain'), ('-', ''), ('-the', 'the'), ('"Morn-', '"Morn'), ('through-', 'through')]
PUR19180124-V17-25-page6.txt: [('plamaingto-', 'plamaingto'), ('-they', 'they'), ('general-', 'general'), ('thir-', 'thir'), ('-no', 'no'), ('of--', 'of-'), ('-Julius', 'Julius'), ('-were', 'were'), ('-as', 'as'), ('var-', 'var'), ('dona-', 'dona'), ('-of', 'of'), ('oth-', 'oth'), ('diffi-', 'diffi'), ('serv-', 'serv'), ('-', ''), ('-', '')]
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PUR19180124-V17-25-page8.txt: [('-', ''), ('mem-', 'mem'), ('-', ''), ('-', ''), ('tim-', 'tim'), ('Newfound-', 'Newfound'), ('dis-', 'dis'), ('heartrending-', 'heartrending'), ('mattress-', 'mattress'), ('fami-', 'fami'), ('pres-', 'pres'), ('oth-', 'oth'), ('with-', 'with'), ('espec-', 'espec')]
PUR19180131-V17-26-page1.txt: [('-', ''), ('ef-', 'ef'), ('respons-', 'respons'), ('-', ''), ('Ern-', 'Ern'), ('dol-', 'dol')]
PUR19180131-V17-26-page2.txt: [('insti-', 'insti'), ('treas-', 'treas')]
PUR19180131-V17-26-page3.txt: [('pur-', 'pur')]
PUR19180131-V17-26-page4.txt: [('arous-', 'arous'), ('inactiv-', 'inactiv'), ('cot-', 'cot'), ('-of', 'of'), ('experien-', 'experien'), ('re-', 're'), ('ma-', 'ma'), ('dis-', 'dis'), ('meet-', 'meet'), ('improve-', 'improve'), ('-Milton', 'Milton')]
PUR19180131-V17-26-page5.txt: [('carry-', 'carry'), ('-but', 'but'), ('con-', 'con'), ('-ct.-a-week', 'ct.-a-week'), ('-', ''), ('-', ''), ('-', ''), ('ef-', 'ef'), ('-cent-a-week', 'cent-a-week')]
PUR19180131-V17-26-page6.txt: [('hun-', 'hun'), ('hun-', 'hun'), ('inclu-', 'inclu'), ('im-', 'im'), ('con-', 'con')]
PUR19180131-V17-26-page7.txt: [('In-', 'In'), ('years.-', 'years.')]
PUR19180131-V17-26-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('preach-', 'preach'), ('Feb-', 'Feb'), ('Train-', 'Train'), ('re-', 're'), ('embarrass-', 'embarrass'), ('ex-', 'ex'), ('con-', 'con'), ('Mag-', 'Mag')]
PUR19180207-V17-27-page1.txt: [('ref-', 'ref')]
PUR19180207-V17-27-page2.txt: [('-s.', 's.'), ('-', ''), ('Inter-', 'Inter'), ('rela-', 'rela'), ('-', ''), ('-', ''), ('conser-', 'conser')]
PUR19180207-V17-27-page3.txt: [('re-', 're'), ('cam-', 'cam'), ('An-', 'An'), ('new-', 'new'), ('Sab-', 'Sab')]
PUR19180207-V17-27-page4.txt: [('ad-', 'ad'), ('mak-', 'mak'), ('Sab-', 'Sab'), ('Seventh-', 'Seventh'), ('Arrange-', 'Arrange'), ('attend-', 'attend'), ('in-', 'in')]
PUR19180207-V17-27-page5.txt: [('-', ''), ('-c', 'c'), ('secre-', 'secre'), ('--some', '-some')]
PUR19180207-V17-27-page6.txt: [("-Recorder'", "Recorder'"), ('in-', 'in')]
PUR19180207-V17-27-page7.txt: [('beauti-', 'beauti'), ('Maga-', 'Maga'), ('Nich-', 'Nich'), ('ex-', 'ex')]
PUR19180207-V17-27-page8.txt: [('-', ''), ('educa-', 'educa'), ('Confer-', 'Confer'), ('cough-', 'cough'), ('-', ''), ('Mana-', 'Mana'), ('suffer-', 'suffer'), ('heav-', 'heav')]
PUR19180214-V17-28-page1.txt: [('-', ''), ('-', ''), ('sol-', 'sol'), ('liter-', 'liter'), ('sub-', 'sub'), ('Lit-', 'Lit'), ('-', '')]
PUR19180214-V17-28-page2.txt: [('Ira-', 'Ira'), ('neigh-', 'neigh'), ('after-', 'after'), ('sug-', 'sug'), ('Ingath-', 'Ingath'), ('mis-', 'mis')]
PUR19180214-V17-28-page3.txt: [('com-', 'com'), ('peo-', 'peo'), ('in-', 'in'), ('plan-', 'plan'), ('med-', 'med'), ('back-', 'back'), ('Han-', 'Han'), ('Mon-', 'Mon'), ('mission-', 'mission'), ('col-', 'col')]
PUR19180214-V17-28-page4.txt: [('the-', 'the'), ('Stand-', 'Stand'), ('peo-', 'peo'), ('re-', 're'), ('cele-', 'cele'), ('Schaff-', 'Schaff'), ('se-', 'se')]
PUR19180214-V17-28-page6.txt: [('Audito-', 'Audito'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('let-', 'let'), ('Oak-', 'Oak'), ('pour-', 'pour')]
PUR19180221-V17-29-page1.txt: [('forty-', 'forty'), ('com-', 'com'), ('un-', 'un'), ('-', ''), ('an-', 'an'), ('-faith', 'faith')]
PUR19180221-V17-29-page10.txt: [('-', ''), ('sin-bur-', 'sin-bur'), ('Danish-', 'Danish'), ('en-', 'en'), ('transla-', 'transla'), ('pre-', 'pre'), ('-page', 'page'), ('ed-', 'ed'), ('Bo-', 'Bo'), ('-foot', 'foot'), ('edi-', 'edi'), ('sev-', 'sev'), ('Ru-', 'Ru'), ('mechan-', 'mechan'), ('equip-', 'equip')]
PUR19180221-V17-29-page11.txt: [('"Bi-', '"Bi'), ('work.-', 'work.'), ('work-', 'work'), ('confer-', 'confer'), ('fol-', 'fol'), ('Central-', 'Central'), ('-', ''), ('-', '')]
PUR19180221-V17-29-page12.txt: [('-', ''), ('in-', 'in'), ('num-', 'num'), ('suc-', 'suc'), ('in-', 'in'), ('-', ''), ('in-', 'in'), ('.-', '.')]
PUR19180221-V17-29-page13.txt: [('confer-', 'confer'), ('circu-', 'circu'), ('-', ''), ('Fel-', 'Fel'), ('-', ''), ('.-', '.'), ('plan-', 'plan'), ('Watch-', 'Watch'), ('defi-', 'defi')]
PUR19180221-V17-29-page14.txt: [('-', ''), ('-', ''), ('-', ''), ('enter-', 'enter'), ('-', '')]
PUR19180221-V17-29-page15.txt: [('moth-', 'moth'), ('de-', 'de'), ('there-', 'there'), ('Confer-', 'Confer'), ('Cali-', 'Cali'), ('Con-', 'Con'), ('re-', 're'), ('cash-', 'cash'), ('suc-', 'suc'), ('read-', 'read'), ('-the', 'the'), ('Mag-', 'Mag')]
PUR19180221-V17-29-page16.txt: [('con-', 'con'), ('pay-', 'pay'), ('-', ''), ('-', ''), ('-', ''), ('Sher-', 'Sher'), ('Febru-', 'Febru'), ('fore-', 'fore'), ('mission-', 'mission'), ('citi-', 'citi'), ('pro-', 'pro'), ('fore-', 'fore'), ('eve-', 'eve')]
PUR19180221-V17-29-page2.txt: [('-', ''), ('-royalty', 'royalty'), ('rec-', 'rec'), ('-', ''), ('ex-', 'ex')]
PUR19180221-V17-29-page3.txt: [('lan-', 'lan'), ('-', ''), ('Periodical-', 'Periodical'), ('-', ''), ('Canada-', 'Canada'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19180221-V17-29-page4.txt: [('-UNjON', 'UNjON')]
PUR19180221-V17-29-page5.txt: [('consid-', 'consid'), ('vari-', 'vari'), ('pub-', 'pub'), ('re-', 're'), ('chang-', 'chang')]
PUR19180221-V17-29-page6.txt: [('proph-', 'proph'), ('-A', 'A'), ('PON-', 'PON'), ('GO-', 'GO'), ('and-', 'and'), ('-experienced', 'experienced'), ('-shows', 'shows'), ('-', ''), ('dur-', 'dur'), ('-morning', 'morning'), ('aver-', 'aver'), ('-', ''), ('-', ''), ('-', ''), ('-a', 'a'), ('-ton', 'ton'), ('-', ''), ('-', ''), ('repre-', 'repre'), ('-One', 'One')]
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PUR19180221-V17-29-page8.txt: [("-N''T", "N''T"), ('R-', 'R'), ('-', ''), ('-neaking', 'neaking'), ('mil-', 'mil'), ('Coun-', 'Coun')]
PUR19180221-V17-29-page9.txt: [('-', ''), ('-C', 'C'), ('Danish-', 'Danish'), ('-copies.', 'copies.'), ('Danish-', 'Danish'), ('Danish-', 'Danish'), ('per-', 'per'), ('na-', 'na'), ('notwith-', 'notwith'), ('-', ''), ('-the.splendid', 'the.splendid'), ('-to', 'to')]
PUR19180228-V17-30-page1.txt: [('touch-', 'touch'), ('warn-', 'warn')]
PUR19180228-V17-30-page3.txt: [('-', ''), ('ear-', 'ear'), ('oth-', 'oth'), ('dis-', 'dis')]
PUR19180228-V17-30-page5.txt: [('people--', 'people-'), ('grad-', 'grad'), ('af-', 'af'), ('ill-', 'ill'), ('-', ''), ('chil-', 'chil'), ('Cas-', 'Cas'), ('-the', 'the'), ('or-', 'or'), ('teach-', 'teach'), ('Attain-', 'Attain'), ('firma-', 'firma'), ('recent-', 'recent')]
PUR19180228-V17-30-page6.txt: [('Southeast-', 'Southeast'), ('com-', 'com'), ('twenty-', 'twenty'), ('ex-', 'ex'), ('"Re-', '"Re')]
PUR19180228-V17-30-page7.txt: [('oppo-', 'oppo'), ('An-', 'An'), ('cur-', 'cur'), ('-roves', 'roves'), ('-', '')]
PUR19180228-V17-30-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('in-', 'in'), ('Sev-', 'Sev'), ('of-', 'of'), ('Represen-', 'Represen'), ('pre-', 'pre'), ('-', ''), ('Hay-', 'Hay'), ('-year-old', 'year-old'), ('Ne-', 'Ne'), ('So-', 'So'), ('Rob-', 'Rob')]
PUR19180307-V17-31-page1.txt: [('after-', 'after'), ('privi-', 'privi'), ('lo-', 'lo'), ('confer-', 'confer'), ('es-', 'es'), ('Mori-', 'Mori'), ('comfort-', 'comfort')]
PUR19180307-V17-31-page2.txt: [('bap-', 'bap'), ('meet-', 'meet'), ('work-', 'work'), ('Califor-', 'Califor'), ('Pasa-', 'Pasa'), ('ac-', 'ac'), ('ren-', 'ren')]
PUR19180307-V17-31-page3.txt: [('-', ''), ('quar-', 'quar'), ('commit-', 'commit'), ('litera-', 'litera'), ('Seventh-', 'Seventh')]
PUR19180307-V17-31-page4.txt: [('fill-', 'fill'), ('so-', 'so'), ('Glen-', 'Glen'), ('Han-', 'Han')]
PUR19180307-V17-31-page5.txt: [('-UNION', 'UNION'), ('para-', 'para'), ('ask-', 'ask'), ('mis-', 'mis'), ('report-', 'report'), ('ta-', 'ta'), ('-', ''), ('-', ''), ('read-', 'read'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-year', 'year'), ('-more', 'more'), ('move-', 'move')]
PUR19180307-V17-31-page6.txt: [('col-', 'col'), ('-', ''), ('righte-', 'righte'), ('wick-', 'wick')]
PUR19180307-V17-31-page7.txt: [('En-', 'En'), ('-Daniells', 'Daniells'), ('An-', 'An'), ('cor-', 'cor'), ('fre-', 'fre'), ('Volun-', 'Volun'), ('"Pacif-', '"Pacif'), ('sol-', 'sol'), ('meet-', 'meet')]
PUR19180307-V17-31-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('oc-', 'oc'), ('lo-', 'lo'), ('Confer-', 'Confer'), ('mat-', 'mat'), ('Ad-', 'Ad')]
PUR19180314-V17-32-page1.txt: [('mis-', 'mis'), ('hay-', 'hay'), ('mat-', 'mat')]
PUR19180314-V17-32-page2.txt: [('tak-', 'tak'), ('-', ''), ('Sall-', 'Sall'), ('-', ''), ('re-', 're'), ('consider-', 'consider'), ('mis-', 'mis')]
PUR19180314-V17-32-page3.txt: [('plac-', 'plac'), ('con-', 'con'), ('disor-', 'disor'), ('-', ''), ('work-', 'work'), ('for-', 'for')]
PUR19180314-V17-32-page4.txt: [('vis-', 'vis'), ('demonstra-', 'demonstra'), ('en-', 'en'), ('"Watch-', '"Watch'), ('-finds', 'finds'), ('The-', 'The'), ('-children.', 'children.'), ('-', ''), ('mis-', 'mis'), ("'com-", "'com"), ('-Hall', 'Hall')]
PUR19180314-V17-32-page5.txt: [('renew-', 'renew'), ('-had', 'had'), ('col-', 'col'), ('-first', 'first'), ('-year', 'year'), ('-', ''), ('-for', 'for'), ('-Our', 'Our'), ('-this', 'this'), ('at-', 'at'), ('-', '')]
PUR19180314-V17-32-page6.txt: [('ser-', 'ser'), ('encottrag-', 'encottrag'), ('-', ''), ('faith-', 'faith')]
PUR19180314-V17-32-page7.txt: [('-bei', 'bei'), ('cor-', 'cor'), ('UNION-', 'UNION'), ('-pound', 'pound'), ('au-', 'au'), ('attrac-', 'attrac'), ('-', ''), ('Glen-', 'Glen')]
PUR19180314-V17-32-page8.txt: [('-', ''), ('Lar-', 'Lar'), ('un-', 'un'), ('Fer-', 'Fer')]
PUR19180321-V17-33-page1.txt: [('ex-', 'ex'), ('-', ''), ('-Often', 'Often'), ('-Vc', 'Vc'), ('Ae.--', 'Ae.-'), ('-', '')]
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PUR19180321-V17-33-page3.txt: [('suc-', 'suc'), ('Gen-', 'Gen'), ('ex-', 'ex')]
PUR19180321-V17-33-page4.txt: [('Broth-', 'Broth'), ('-', ''), ('Member-', 'Member'), ('-to', 'to'), ('sev-', 'sev')]
PUR19180321-V17-33-page5.txt: [('Mis-', 'Mis'), ('-', ''), ('pre-', 'pre'), ('Chris-', 'Chris'), ('fel-', 'fel')]
PUR19180321-V17-33-page6.txt: [('meet-', 'meet'), ('espec-', 'espec')]
PUR19180321-V17-33-page7.txt: [('cor-', 'cor'), ('au-', 'au'), ('attrac-', 'attrac'), ('-Jose', 'Jose'), ('Su-', 'Su'), ('Glen-', 'Glen'), ('dale-', 'dale'), ('Acade-', 'Acade'), ('Cali-', 'Cali'), ('An-', 'An'), ('constitu-', 'constitu'), ('Evan-', 'Evan'), ('Febru-', 'Febru'), ('--For', '-For'), ('El-', 'El'), ('-pound', 'pound')]
PUR19180321-V17-33-page8.txt: [('Ad-', 'Ad'), ('-', ''), ('-', ''), ('-', ''), ('pub-', 'pub'), ('neigh-', 'neigh')]
PUR19180328-V17-34-page1.txt: [('-', ''), ('-Conard-', 'Conard-'), ('-M.', 'M.'), ('-at', 'at'), ('-triPoSsiblelfor', 'triPoSsiblelfor'), ('-', ''), ('.An-', '.An')]
PUR19180328-V17-34-page2.txt: [('-', ''), ('Melchise-', 'Melchise'), ('Twenty-five-Cent-a-', 'Twenty-five-Cent-a'), ('-n-.', 'n-.'), ('con-', 'con'), ('speak-', 'speak'), ('-', ''), ('mag-', 'mag'), ('-', ''), ('-', ''), ('-', ''), ('splen-', 'splen')]
PUR19180328-V17-34-page3.txt: [('secre-', 'secre'), ('Con-', 'Con'), ('-', '')]
PUR19180328-V17-34-page4.txt: [('-a', 'a'), ('coun-', 'coun'), ('en-', 'en'), ('larg-', 'larg'), ('quar-', 'quar'), ('sani-', 'sani'), ('render-', 'render'), ('lec-', 'lec'), ('-Linda', 'Linda'), ('Bernar-', 'Bernar')]
PUR19180328-V17-34-page5.txt: [('-PKCIFI', 'PKCIFI'), ('-', ''), ('-', ''), ('ac-', 'ac'), ('-', ''), ('ev-', 'ev'), ('pri-', 'pri'), ('-', '')]
PUR19180328-V17-34-page6.txt: [('sys-', 'sys'), ('usual-', 'usual'), ('dis-', 'dis'), ('Glen-', 'Glen'), ('-in', 'in'), ('ex-', 'ex'), ('Ad-', 'Ad')]
PUR19180328-V17-34-page7.txt: [('de-', 'de'), ('-', ''), ('Fu-', 'Fu'), ('Ar-', 'Ar'), ('com-', 'com')]
PUR19180328-V17-34-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('writing-', 'writing'), ('acquaint-', 'acquaint'), ('-Jewish', 'Jewish'), ('article-', 'article'), ('great-', 'great'), ('na-', 'na'), ('cop-', 'cop'), ('appreciated.-', 'appreciated.'), ('vi-', 'vi')]
PUR19180404-V17-35-page1.txt: [('de-', 'de'), ('-', ''), ('mate-', 'mate'), ('San-', 'San'), ('remain-', 'remain'), ('-', ''), ('-', '')]
PUR19180404-V17-35-page2.txt: [('of-', 'of'), ('men-', 'men'), ('effi-', 'effi'), ('re-', 're'), ('guard-', 'guard'), ('treat-', 'treat'), ('treat-', 'treat'), ('depart-', 'depart'), ('co-', 'co'), ('in-', 'in')]
PUR19180404-V17-35-page3.txt: [('sur-', 'sur'), ('phy-', 'phy'), ('neces-', 'neces'), ('writ-', 'writ'), ('per-', 'per'), ('fol-', 'fol')]
PUR19180404-V17-35-page4.txt: [('-the', 'the'), ('capitals.-', 'capitals.'), ('rep-', 'rep'), ('-Outline', 'Outline'), ('Ad-', 'Ad'), ('-.', '.')]
PUR19180404-V17-35-page5.txt: [('communi-', 'communi'), ('-Recorder"', 'Recorder"'), ('-', ''), ('boy-', 'boy'), ('-he', 'he'), ('Su-', 'Su'), ('Tu-', 'Tu'), ('un-', 'un'), ('ser-', 'ser')]
PUR19180404-V17-35-page6.txt: [('ar-', 'ar'), ('-', ''), ('ab-', 'ab'), ('-', ''), ('-', ''), ('in-', 'in'), ('Al-', 'Al'), ('wa-', 'wa'), ('wick-', 'wick'), ('De-', 'De'), ('eterni-', 'eterni'), ('his-', 'his'), ('Dan-', 'Dan'), ('pre-', 'pre')]
PUR19180411-V17-36-page1.txt: [('ack-', 'ack'), ('pre-', 'pre'), ('main-', 'main')]
PUR19180411-V17-36-page2.txt: [('rill.-', 'rill.'), ("-tort'", "tort'"), ('member-', 'member'), ('-', ''), ('.-', '.'), ('-', ''), ('mil-', 'mil'), ('meet-', 'meet')]
PUR19180411-V17-36-page3.txt: [('com-', 'com'), ('-out', 'out'), ('-', ''), ('fro-', 'fro'), ('ser-', 'ser'), ('meet-', 'meet')]
PUR19180411-V17-36-page4.txt: [('sec-', 'sec'), ('-', ''), ('out-', 'out'), ('an-', 'an'), ('trav-', 'trav'), ('moun-', 'moun'), ('ses-', 'ses'), ('Sab-', 'Sab'), ('ques-', 'ques')]
PUR19180411-V17-36-page5.txt: [('PACIFIC-', 'PACIFIC'), ('-ECD', 'ECD'), ('carry-', 'carry'), ('de-', 'de'), ('--this', '-this'), ('-', ''), ('en-', 'en')]
PUR19180411-V17-36-page6.txt: [('-articles', 'articles'), ('to-', 'to'), ('-', ''), ('-', ''), ('-', ''), ('short-', 'short'), ('-a', 'a'), ('As-', 'As'), ('num-', 'num'), ('-to', 'to'), ('Parm-', 'Parm')]
PUR19180411-V17-36-page7.txt: [('con-', 'con'), ('ac-', 'ac'), ('at-', 'at'), ('inser-', 'inser'), ('-', ''), ('"con-', '"con')]
PUR19180411-V17-36-page8.txt: [('-', ''), ('-', ''), ('Confer-', 'Confer'), ('do-', 'do'), ('one-', 'one'), ('-', ''), ('splen-', 'splen'), ('-', ''), ('-', ''), ('-page', 'page'), ('-', ''), ('Gen-', 'Gen'), ('-', ''), ('Meet-', 'Meet')]
PUR19180418-V17-37-page1.txt: [('--ireared', '-ireared'), ('North-', 'North'), ('confer-', 'confer'), ('five-', 'five'), ('per-', 'per'), ('-', ''), ('ef-', 'ef'), ('-', ''), ('re-', 're'), ('-i', 'i')]
PUR19180418-V17-37-page2.txt: [('wo-', 'wo'), ('pur-', 'pur'), ('-', ''), ('-', ''), ('hydro-', 'hydro'), ('fur-', 'fur'), ('in-', 'in')]
PUR19180418-V17-37-page3.txt: [('firm-', 'firm'), ('-page', 'page'), ('convicted--', 'convicted-'), ('-of', 'of'), ('-', ''), ('-', ''), ('socie-', 'socie'), ('in-', 'in'), ('ques-', 'ques')]
PUR19180418-V17-37-page4.txt: [('cot-', 'cot'), ('for-', 'for'), ('Asso-', 'Asso'), ('-', ''), ('re-', 're'), ('addi-', 'addi'), ('pro-', 'pro'), ('.-', '.'), ('-', ''), ('Con-', 'Con')]
PUR19180418-V17-37-page5.txt: [('carry-', 'carry'), ('im-', 'im'), ('nec-', 'nec'), ('un-', 'un')]
PUR19180418-V17-37-page6.txt: [('-', ''), ('un-', 'un'), ('-we', 'we')]
PUR19180418-V17-37-page7.txt: [('-RECORDER', 'RECORDER'), ('"min-', '"min')]
PUR19180418-V17-37-page8.txt: [('-', ''), ('-', ''), ('be-', 'be'), ('-', ''), ('na-', 'na'), ('put-', 'put'), ('of-', 'of'), ('tem-', 'tem'), ('seat-', 'seat'), ('-Liberty"', 'Liberty"')]
PUR19180425-V17-38-page1.txt: [('Another.-', 'Another.'), ('ac-', 'ac'), ('Gam-', 'Gam'), ('lob-', 'lob'), ('per-', 'per'), ('observ-', 'observ'), ('or-', 'or'), ('con-', 'con'), ('Seventh-', 'Seventh'), ('face-', 'face'), ('evangel-', 'evangel')]
PUR19180425-V17-38-page2.txt: [('-', ''), ('Vol-', 'Vol'), ('-', ''), ('-', ''), ('legis-', 'legis')]
PUR19180425-V17-38-page3.txt: [('Broth-', 'Broth'), ('-is', 'is'), ('Vol-', 'Vol'), ('inter-', 'inter')]
PUR19180425-V17-38-page4.txt: [('quart-', 'quart'), ('loca-', 'loca'), ('Mac-', 'Mac'), ('re-', 're'), ('Ange-', 'Ange')]
PUR19180425-V17-38-page5.txt: [('Ad-', 'Ad'), ('vis-', 'vis'), ('con-', 'con'), ('Su-', 'Su'), ('sit-', 'sit'), ('Sun-', 'Sun'), ('con-', 'con')]
PUR19180425-V17-38-page6.txt: [('-', ''), ('-', ''), ('-', ''), ('cen-', 'cen'), ('ex-', 'ex'), ('dispens-', 'dispens'), ('de-', 'de'), ('-', ''), ('in-', 'in'), ('India-', 'India'), ('vice-pres-', 'vice-pres')]
PUR19180502-V17-39-page1.txt: [('-', ''), ('Lil-', 'Lil'), ('regu-', 'regu'), ('whole-', 'whole')]
PUR19180502-V17-39-page2.txt: [('re-', 're'), ('sec-', 'sec'), ('consecrated--', 'consecrated-'), ('fur-', 'fur'), ('-the', 'the'), ('ex-', 'ex'), ('oth-', 'oth'), ('cop-', 'cop'), ('his-', 'his'), ('for-', 'for')]
PUR19180502-V17-39-page3.txt: [('seek-', 'seek'), ('con-', 'con')]
PUR19180502-V17-39-page4.txt: [('-acre', 'acre'), ('fig-', 'fig'), ('twenty-five-cent-a-', 'twenty-five-cent-a')]
PUR19180502-V17-39-page5.txt: [('stand-', 'stand'), ('-', ''), ('start-', 'start'), ('Cali-', 'Cali'), ('con-', 'con'), ('ac-', 'ac'), ('Conwe-', 'Conwe'), ('-', ''), ('mem-', 'mem'), ('Con-', 'Con'), ('-', ''), ('Liber-', 'Liber'), ('Sun-', 'Sun')]
PUR19180502-V17-39-page7.txt: [('high-', 'high'), ('of-', 'of'), ('en-', 'en')]
PUR19180502-V17-39-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('Re-', 'Re'), ('morn-', 'morn'), ('-', ''), ('giv-', 'giv'), ('en-', 'en'), ('message-', 'message'), ('rib-', 'rib'), ('chil-', 'chil'), ('Fran-', 'Fran'), ('-', ''), ('-', '')]
PUR19180509-V17-40-page1.txt: [('in-', 'in')]
PUR19180509-V17-40-page2.txt: [('-N', 'N'), ('meet-', 'meet'), ('re-', 're'), ('wel-', 'wel')]
PUR19180509-V17-40-page3.txt: [('Dieffen-', 'Dieffen'), ('secur-', 'secur'), ('Cal-', 'Cal'), ('dur-', 'dur')]
PUR19180509-V17-40-page4.txt: [('con-', 'con'), ('hap-', 'hap'), ('rest-', 'rest')]
PUR19180509-V17-40-page5.txt: [('thous-', 'thous'), ('-SOUTHEASTERN', 'SOUTHEASTERN'), ('per-', 'per'), ('Wash-', 'Wash')]
PUR19180509-V17-40-page6.txt: [('Bar-', 'Bar'), ('breth-', 'breth')]
PUR19180509-V17-40-page7.txt: [('num-', 'num'), ('-inch', 'inch'), ('at-', 'at')]
PUR19180509-V17-40-page8.txt: [('Associa-', 'Associa'), ('-', ''), ('-', ''), ('-', ''), ('camp-', 'camp'), ('-', ''), ('-', ''), ('--', '-'), ('I-', 'I'), ('-I', 'I'), ('-', '')]
PUR19180516-V17-41-page1.txt: [('uncer-', 'uncer'), ('stu-', 'stu'), ('-', ''), ('partic-', 'partic')]
PUR19180516-V17-41-page2.txt: [('-the', 'the')]
PUR19180516-V17-41-page3.txt: [('-P.ACTFIC', 'P.ACTFIC'), ('UNION-', 'UNION'), ('REC.O..RDE.R-', 'REC.O..RDE.R'), ('Spic-', 'Spic'), ('-', ''), ('labor-', 'labor'), ('Sis-', 'Sis'), ('ser-', 'ser'), ('en-', 'en'), ('Confer-', 'Confer'), ('Ari-', 'Ari'), ('at-', 'at')]
PUR19180516-V17-41-page4.txt: [('UN-ION-', 'UN-ION'), ('-.', '.'), ('cir-', 'cir'), ('-', '')]
PUR19180516-V17-41-page5.txt: [('-', ''), ('-will', 'will'), ('rejoice-', 'rejoice'), ('-', ''), ('Ogxger-', 'Ogxger'), ('-', '')]
PUR19180516-V17-41-page7.txt: [('patroniz-', 'patroniz'), ('Phil-', 'Phil'), ('Hele-', 'Hele'), ('di-', 'di'), ('Train-', 'Train'), ('prac-', 'prac'), ('-inch', 'inch'), ('Sev-', 'Sev')]
PUR19180516-V17-41-page8.txt: [('-', ''), ('Mc-', 'Mc'), ('-', ''), ('-', ''), ('-', '')]
PUR19180523-V17-42-page1.txt: [('forc-', 'forc'), ('--Box', '-Box'), ('-Secretary', 'Secretary'), ('-', '')]
PUR19180523-V17-42-page2.txt: [('Con-', 'Con'), ('.-', '.'), ('Inter-', 'Inter'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19180523-V17-42-page3.txt: [('-', ''), ('-July', 'July')]
PUR19180523-V17-42-page4.txt: [('camp-', 'camp'), ('in-', 'in'), ('per-', 'per'), ('the-', 'the'), ('meetfirst-', 'meetfirst'), ('ex-', 'ex'), ('grow-', 'grow')]
PUR19180523-V17-42-page5.txt: [('taste-', 'taste'), ('flow-', 'flow'), ('sub-', 'sub'), ('Con-', 'Con'), ('-for', 'for'), ('-a', 'a'), ('vol-', 'vol')]
PUR19180523-V17-42-page6.txt: [('-many', 'many'), ('-at', 'at'), ('eve-', 'eve')]
PUR19180523-V17-42-page7.txt: [('Sani-', 'Sani'), ('-inch', 'inch')]
PUR19180523-V17-42-page8.txt: [('pay-', 'pay'), ('A-', 'A'), ('-', ''), ('-', ''), ('-', ''), ('"Bulle-', '"Bulle'), ('num-', 'num'), ('the-', 'the'), ('-', ''), ('-', ''), ('-', ''), ('date-', 'date'), ('-', ''), ('-', ''), ('-', ''), ('-e', 'e')]
PUR19180530-V17-43-page1.txt: [('re-', 're'), ('my-', 'my'), ('exempt-', 'exempt'), ('author-', 'author'), ('tempo-', 'tempo'), ('organiza-', 'organiza'), ('para-', 'para')]
PUR19180530-V17-43-page2.txt: [('-military', 'military'), ('ser-', 'ser'), ('-', ''), ('-', ''), ('state-', 'state')]
PUR19180530-V17-43-page3.txt: [('read-', 'read'), ('volun-', 'volun'), ('Ex-', 'Ex'), ('valu-', 'valu'), ('-', ''), ('Man-', 'Man'), ('doc-', 'doc'), ('they-', 'they'), ('in-', 'in')]
PUR19180530-V17-43-page4.txt: [('peo-', 'peo'), ('at-', 'at'), ('rejoieln-', 'rejoieln'), ('inter-', 'inter'), ('usual-', 'usual'), ('camp-meet-', 'camp-meet'), ('atteirl-', 'atteirl'), ('Cal-', 'Cal'), ('-', ''), ('-or."', 'or."')]
PUR19180530-V17-43-page5.txt: [('English-speak-', 'English-speak'), ('with-', 'with'), ('El-', 'El'), ('on-', 'on'), ('camp-', 'camp')]
PUR19180530-V17-43-page6.txt: [('-Home', 'Home'), ('Mace-', 'Mace')]
PUR19180530-V17-43-page7.txt: [('ma-', 'ma'), ('tim-', 'tim'), ('-advertisement', 'advertisement'), ('-one', 'one'), ('-Twenty', 'Twenty'), ('offi-', 'offi'), ('si-', 'si'), ('-', '')]
PUR19180530-V17-43-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('prin-', 'prin'), ('appli-', 'appli'), ('vari-', 'vari'), ('Morn-', 'Morn'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-I-', 'I-'), ('-', ''), ('-', ''), ('.--', '.-'), ('--', '-'), ('-I', 'I'), ('-', '')]
PUR19180606-V17-44-page1.txt: [('es-', 'es'), ('-Office', 'Office'), ('lit-', 'lit'), ('lit-', 'lit'), ('every--', 'every-'), ('-o', 'o'), ('sign-', 'sign'), ('-ofthe', 'ofthe')]
PUR19180606-V17-44-page2.txt: [('tui-', 'tui'), ('-our', 'our')]
PUR19180606-V17-44-page3.txt: [('credit-', 'credit'), ('-', ''), ('-rank', 'rank'), ('.-', '.'), ('interest-', 'interest')]
PUR19180606-V17-44-page4.txt: [('to-', 'to'), ('Nel-', 'Nel'), ('-', ''), ('con-', 'con'), ('be-', 'be'), ('Af-', 'Af'), ('foun-', 'foun')]
PUR19180606-V17-44-page5.txt: [('inser-', 'inser'), ('re-', 're'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('loca-', 'loca'), ('San-', 'San')]
PUR19180606-V17-44-page6.txt: [('independ-', 'independ'), ('-should', 'should'), ('frac-', 'frac'), ('Secre-', 'Secre'), ('Seventh-', 'Seventh'), ('Francis-', 'Francis'), ('death-', 'death'), ('the-', 'the'), ('fif-', 'fif'), ('-', ''), ('Hensley-', 'Hensley')]
PUR19180606-V17-44-page7.txt: [('-ago', 'ago'), ('-Oakland', 'Oakland'), ('heart-', 'heart'), ('-stricken', 'stricken'), ('-care.', 'care.'), ('-writer.', 'writer.'), ('-was', 'was')]
PUR19180606-V17-44-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Maga-', 'Maga'), ('-volume', 'volume'), ('-volume', 'volume'), ('fur-', 'fur'), ('sis-', 'sis'), ('-Volume', 'Volume'), ('-', ''), ('-Reno', 'Reno'), ('-', ''), ('-', '')]
PUR19180613-V17-45-page1.txt: [('California-', 'California'), ('-er', 'er'), ('pre-', 'pre'), ('Col-', 'Col'), ('--chools', '-chools'), ('mas-', 'mas'), ('Rob-', 'Rob'), ('-', ''), ('fu-', 'fu'), ('Benja-', 'Benja'), ('recep-', 'recep'), ('-a', 'a'), ('pro-', 'pro'), ('-chapel', 'chapel'), ('Prom-', 'Prom')]
PUR19180613-V17-45-page2.txt: [('Trini-', 'Trini'), ('Wind-', 'Wind'), ('confer-', 'confer'), ('camp-meet-', 'camp-meet'), ('Gen-', 'Gen'), ('Adams-', 'Adams'), ('of-', 'of'), ('Sun-', 'Sun')]
PUR19180613-V17-45-page3.txt: [('-', ''), ('-', ''), ('Per--', 'Per-')]
PUR19180613-V17-45-page4.txt: [('prac-', 'prac'), ('-this', 'this'), ('-folks"', 'folks"'), ('-Llyettmer', 'Llyettmer'), ('-companies', 'companies'), ('con-', 'con'), ('some-', 'some'), ('con-', 'con')]
PUR19180613-V17-45-page5.txt: [('con-', 'con'), ('re-', 're'), ('-will', 'will'), ('camp-', 'camp'), ('-Recorder"', 'Recorder"'), ('-', '')]
PUR19180613-V17-45-page6.txt: [('-', ''), ('-', ''), ('-', ''), ('-u', 'u'), ('-', ''), ('-', ''), ('-', ''), ('the-', 'the'), ('posters--', 'posters-'), ('frac-', 'frac'), ('Sub-', 'Sub'), ('PERSE-', 'PERSE'), ('quarter-', 'quarter'), ('-', ''), ('-meeting', 'meeting'), ('ap-', 'ap'), ('be-', 'be'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19180620-V17-46-page1.txt: [('-VOL.', 'VOL.'), ('.-', '.'), ('-', ''), ('-..', '..'), ('-', ''), ('--i', '-i'), ('-During', 'During'), ('--', '-')]
PUR19180620-V17-46-page2.txt: [('thir-', 'thir'), ('cer-', 'cer'), ('is-', 'is'), ('mes-', 'mes'), ('-', ''), ('shap-', 'shap'), ('sub-', 'sub')]
PUR19180620-V17-46-page3.txt: [('Lit-', 'Lit'), ('ac-', 'ac'), ('Sab-', 'Sab'), ('Set-', 'Set'), ('-', '')]
PUR19180620-V17-46-page4.txt: [('con--', 'con-'), ('Tithe-', 'Tithe'), ('plac-', 'plac'), ('mem-', 'mem'), ('con-', 'con'), ('Hum-', 'Hum'), ('Val--', 'Val-'), ('were-', 'were'), ('-', ''), ('-', '')]
PUR19180620-V17-46-page5.txt: [('-company', 'company'), ('real-', 'real'), ('Sis-', 'Sis'), ('distribut-', 'distribut'), ('after-', 'after'), ('-ouls', 'ouls'), ('Watch-', 'Watch')]
PUR19180620-V17-46-page6.txt: [('ili-', 'ili'), ('re-', 're'), ('confer-', 'confer'), ('Dispel-', 'Dispel'), ('-We', 'We'), ('im-', 'im'), ('"Univer-', '"Univer')]
PUR19180620-V17-46-page7.txt: [('Glen-', 'Glen'), ('re-', 're'), ('-Remember', 'Remember'), ('twin-', 'twin'), ('third.-', 'third.'), ('Bak-', 'Bak')]
PUR19180620-V17-46-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('con-', 'con'), ('-', ''), ('-', ''), ('be-', 'be'), ('midnights--', 'midnights-'), ('quot-', 'quot'), ('Wine-', 'Wine'), ('-I', 'I'), ('Aal-', 'Aal'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19180627-V17-47-page1.txt: [('Emer-', 'Emer'), ('sin-', 'sin'), ('-Missionary', 'Missionary'), ('pre-', 'pre'), ('Bar-', 'Bar'), ('-have', 'have'), ('-came', 'came'), ('serv-', 'serv')]
PUR19180627-V17-47-page2.txt: [('Legisla-', 'Legisla'), ('de-', 'de'), ('fami-', 'fami'), ('-', ''), ('Ga-', 'Ga'), ('world-', 'world')]
PUR19180627-V17-47-page3.txt: [('church-mem-', 'church-mem'), ('confer-', 'confer'), ('-ms', 'ms'), ('through-', 'through'), ("'in-", "'in"), ('sour-', 'sour'), ('-', ''), ('depart-', 'depart'), ('-', ''), ('-while', 'while')]
PUR19180627-V17-47-page4.txt: [('--hich', '-hich'), ('lit-', 'lit'), ('Dur-', 'Dur'), ('leader-', 'leader'), ('sis-', 'sis'), ('re-', 're')]
PUR19180627-V17-47-page5.txt: [('bur-', 'bur'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Cali-', 'Cali'), ('Salary-', 'Salary')]
PUR19180627-V17-47-page6.txt: [('our-', 'our'), ('-elves', 'elves'), ('ef-', 'ef'), ('la-', 'la'), ('Val-', 'Val'), ('pres-', 'pres'), ('-to', 'to')]
PUR19180627-V17-47-page7.txt: [('sev-', 'sev'), ('Glen-', 'Glen'), ('Dani-', 'Dani')]
PUR19180627-V17-47-page8.txt: [('con-', 'con'), ('-', ''), ('reve-', 'reve'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19180704-V17-48-page1.txt: [('-', ''), ('en-', 'en'), ('be-', 'be'), ('Elder-', 'Elder'), ('dis-', 'dis')]
PUR19180704-V17-48-page2.txt: [('treas-', 'treas'), ('camp-meet-', 'camp-meet'), ('impor-', 'impor'), ('rep-', 'rep'), ('disci-', 'disci'), ('-', '')]
PUR19180704-V17-48-page3.txt: [('peo-', 'peo'), ('pro-', 'pro'), ('-', ''), ('earn-', 'earn'), ('in-', 'in'), ('suc-', 'suc'), ('arrange-', 'arrange'), ('ex-', 'ex'), ('An-', 'An'), ('fam-', 'fam')]
PUR19180704-V17-48-page4.txt: [('pu-', 'pu'), ('car-', 'car'), ('pu-', 'pu'), ('man-', 'man'), ('-', ''), ('-', ''), ('--', '-'), ('-', ''), ('cen-', 'cen')]
PUR19180704-V17-48-page5.txt: [('activi-', 'activi'), ('read-', 'read'), ('tempo-', 'tempo'), ('ta-', 'ta'), ('re-', 're'), ('con-', 'con'), ('mem-', 'mem'), ('es-', 'es'), ('is-', 'is')]
PUR19180704-V17-48-page6.txt: [('-which', 'which'), ('-I', 'I')]
PUR19180704-V17-48-page8.txt: [('-DAY', 'DAY'), ('-', ''), ('car-', 'car'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-aoney', 'aoney'), ('op-', 'op'), ('bien-', 'bien'), ('Wash-', 'Wash'), ('recommend-', 'recommend'), ('interme-', 'interme'), ('-', ''), ('-I', 'I'), ('-', ''), ('-', '')]
PUR19180711-V17-49-page1.txt: [('go-', 'go'), ('-', ''), ('-', ''), ('lis-', 'lis')]
PUR19180711-V17-49-page2.txt: [('be-', 'be'), ('inform-', 'inform'), ('com-', 'com'), ('follow-', 'follow')]
PUR19180711-V17-49-page3.txt: [('grow-', 'grow'), ('ex-', 'ex'), ('amp-', 'amp'), ('goal-', 'goal')]
PUR19180711-V17-49-page4.txt: [('-', ''), ('fa-', 'fa'), ('Fruit-', 'Fruit')]
PUR19180711-V17-49-page5.txt: [('open-', 'open'), ('Davis-', 'Davis'), ('-he', 'he')]
PUR19180711-V17-49-page6.txt: [('volunteer-', 'volunteer'), ('C-', 'C'), ('spec-', 'spec'), ('so-', 'so'), ('or-', 'or'), ('At-', 'At')]
PUR19180711-V17-49-page7.txt: [('or-', 'or'), ('MISCELLANY--', 'MISCELLANY-'), ('--', '-'), ('con-', 'con'), ('per-', 'per')]
PUR19180711-V17-49-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Incorpora-', 'Incorpora'), ('-', ''), ('-', ''), ('conven-', 'conven'), ('par-', 'par'), ('Califor-', 'Califor'), ('-', ''), ('--', '-'), ('--i', '-i'), ('--f', '-f'), ('--', '-'), ('--', '-'), ('--', '-'), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('corpora-', 'corpora'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19180718-V17-50-page1.txt: [('ad-', 'ad'), ('ex-', 'ex'), ('hap-', 'hap'), ('every-', 'every'), ('mo-', 'mo')]
PUR19180718-V17-50-page2.txt: [('-', ''), ('Vol-', 'Vol'), ('re-', 're'), ('re-', 're')]
PUR19180718-V17-50-page3.txt: [('offer-', 'offer'), ('Tues-', 'Tues'), ('bap-', 'bap'), ('mis-', 'mis'), ('end-', 'end'), ('-company', 'company')]
PUR19180718-V17-50-page4.txt: [('ful-', 'ful'), ('camp-', 'camp'), ('or-', 'or')]
PUR19180718-V17-50-page5.txt: [('Phil-', 'Phil'), ('Broth-', 'Broth'), ('pre-', 'pre'), ('re-', 're'), ('excel-', 'excel'), ('real-', 'real')]
PUR19180718-V17-50-page6.txt: [('COM-', 'COM')]
PUR19180718-V17-50-page7.txt: [('-', '')]
PUR19180718-V17-50-page8.txt: [('pay-', 'pay'), ('ser-', 'ser'), ('-', ''), ('en-', 'en'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('pro-', 'pro'), ('camp-meet-', 'camp-meet'), ('As-', 'As'), ('education-', 'education'), ('-', ''), ('-', '')]
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PUR19180725-V17-51-page2.txt: [('mak-', 'mak'), ('reason-', 'reason'), ('be-', 'be'), ('Sev-', 'Sev'), ('sus-', 'sus'), ('Ad-', 'Ad'), ('con-', 'con')]
PUR19180725-V17-51-page3.txt: [('inter-', 'inter'), ('peo-', 'peo'), ('ob-', 'ob'), ('Bel-', 'Bel'), ('re-', 're'), ('beau-', 'beau')]
PUR19180725-V17-51-page4.txt: [('re-', 're')]
PUR19180725-V17-51-page5.txt: [('-None', 'None'), ('beauti-', 'beauti'), ('stat-', 'stat'), ('con-', 'con'), ('tooth-', 'tooth'), ('seventy-', 'seventy'), ('in-', 'in'), ('Gam-', 'Gam'), ('As-', 'As')]
PUR19180725-V17-51-page6.txt: [('Sanitar-', 'Sanitar'), ('pas-', 'pas')]
PUR19180725-V17-51-page7.txt: [('Seventh-', 'Seventh'), ('Hack-', 'Hack'), ('daugh-', 'daugh'), ('ex-', 'ex'), ('re-', 're'), ('inspir-', 'inspir'), ('moth-', 'moth'), ('Bar-', 'Bar'), ('con-', 'con')]
PUR19180725-V17-51-page8.txt: [('ev-', 'ev'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('circu-', 'circu'), ('as-', 'as'), ('Cal-', 'Cal'), ('I-', 'I'), ('-I', 'I'), ('-I-', 'I-'), ('-I', 'I'), ('--', '-'), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19180801-V17-52-page1.txt: [('Wash-', 'Wash'), ('-', ''), ('Presi-', 'Presi')]
PUR19180801-V17-52-page2.txt: [('-', ''), ('far-', 'far'), ('-', ''), ('gos-', 'gos'), ('fin-', 'fin'), ('Stan-', 'Stan'), ('Af-', 'Af'), ('-Sabbath', 'Sabbath'), ('"Sab-', '"Sab'), ('away-', 'away'), ('-only', 'only'), ('in-', 'in'), ('-', ''), ('Move-', 'Move')]
PUR19180801-V17-52-page3.txt: [('Fif-', 'Fif'), ('sec-', 'sec'), ('-', ''), ('-', ''), ('ope-', 'ope'), ('Ga-', 'Ga'), ('com-', 'com'), ('Santeeofficiatir-', 'Santeeofficiatir'), ('ex-', 'ex'), ('-', ''), ('-', ''), ('-', ''), ('mem-', 'mem')]
PUR19180801-V17-52-page4.txt: [('Cal-', 'Cal'), ('camp-', 'camp'), ('educa-', 'educa'), ('la-', 'la'), ('finan-', 'finan'), ('-a', 'a'), ('meet-', 'meet'), ('in-', 'in'), ('subscrip-', 'subscrip')]
PUR19180801-V17-52-page5.txt: [('"Re-', '"Re'), ('aw--', 'aw-'), ('year-', 'year'), ('Camp-', 'Camp'), ('"Sab-', '"Sab'), ('nun-', 'nun')]
PUR19180801-V17-52-page6.txt: [('-great', 'great'), ('cour-', 'cour'), ('---rfecting', '--rfecting')]
PUR19180801-V17-52-page7.txt: [('-and', 'and'), ('in-', 'in')]
PUR19180801-V17-52-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-watchmen.-', 'watchmen.-'), ('-', ''), ('-', ''), ('fail-', 'fail'), ('Septem-', 'Septem'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19180808-V18-01-page1.txt: [('large-', 'large'), ('list-', 'list'), ('ex-', 'ex'), ('-of', 'of'), ('depart-', 'depart'), ('through-', 'through')]
PUR19180808-V18-01-page2.txt: [('depart-', 'depart'), ('Confer-', 'Confer'), ('-', ''), ('In-', 'In'), ('be-', 'be')]
PUR19180808-V18-01-page3.txt: [('edu-', 'edu'), ('successfu-', 'successfu'), ('vul-', 'vul'), ('-', ''), ('char-', 'char')]
PUR19180808-V18-01-page4.txt: [('Bar-', 'Bar'), ('Bel-', 'Bel'), ('presi-', 'presi'), ('-laid', 'laid'), ('-', ''), ('serv-', 'serv'), ('har-', 'har'), ('fol-', 'fol')]
PUR19180808-V18-01-page5.txt: [('three-', 'three'), ('end-', 'end'), ('sev-', 'sev'), ('con-', 'con'), ('famine-', 'famine'), ('El-', 'El'), ('Es-', 'Es'), ('in--', 'in-'), ('ar-', 'ar'), ('be-', 'be')]
PUR19180808-V18-01-page6.txt: [('de-', 'de'), ('cen-', 'cen'), ('Sab-', 'Sab'), ('Te-', 'Te'), ('moun-', 'moun'), ('beauti-', 'beauti'), ('pres-', 'pres'), ('ac-', 'ac')]
PUR19180808-V18-01-page7.txt: [('-Recorder"', 'Recorder"'), ('re-', 're'), ('dis-', 'dis'), ('ex-', 'ex'), ('fol-', 'fol')]
PUR19180808-V18-01-page8.txt: [('-', ''), ('superinten-', 'superinten'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('peo-', 'peo'), ('re-', 're'), ('Resolu-', 'Resolu'), ('-', ''), ('-', ''), ('-', ''), ('.--', '.-'), ('.-', '.'), ('.--', '.-'), ('-', ''), ('-', ''), ('---', '--'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('--', '-'), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
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PUR19180815-V18-02-page2.txt: [('twenty-', 'twenty'), ('vol-', 'vol'), ('mis-', 'mis'), ('accomp-', 'accomp'), ('Prov-', 'Prov'), ('-work', 'work'), ('pur-', 'pur')]
PUR19180815-V18-02-page3.txt: [('Sup-', 'Sup'), ('-', ''), ('pro-', 'pro'), ('morn-', 'morn'), ('co-', 'co'), ('im-', 'im'), ('-Recorder"', 'Recorder"'), ('Support-', 'Support'), ('ex-', 'ex'), ('mea-', 'mea'), ('Ma-', 'Ma'), ('com-', 'com')]
PUR19180815-V18-02-page4.txt: [('Philip-', 'Philip'), ('suc-', 'suc'), ('Mis-', 'Mis'), ('Philip-', 'Philip'), ('-each', 'each')]
PUR19180815-V18-02-page5.txt: [('so-', 'so'), ('-do', 'do')]
PUR19180815-V18-02-page6.txt: [('-cent-a-week', 'cent-a-week'), ('re-', 're'), ('papers-', 'papers'), ('iso-', 'iso'), ('Sep-', 'Sep'), ('addi-', 'addi'), ('ex-', 'ex'), ('-', '')]
PUR19180815-V18-02-page7.txt: [('One-', 'One'), ('prin-', 'prin'), ('sub-', 'sub'), ('-', ''), ('ex-', 'ex'), ('con-', 'con'), ('build-', 'build')]
PUR19180815-V18-02-page8.txt: [('Hun-', 'Hun'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('mat-', 'mat'), ('mag-', 'mag'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('I-', 'I')]
PUR19180822-V18-03-page1.txt: [('-General', 'General'), ('of-', 'of'), ('un-', 'un'), ('meet-', 'meet'), ('under-', 'under'), ('sis-', 'sis')]
PUR19180822-V18-03-page2.txt: [('rep-', 'rep'), ('every-', 'every'), ('-Watchman"', 'Watchman"'), ('-papers', 'papers'), ('-vandei', 'vandei'), ('en-', 'en'), ('de-', 'de'), ('chang-', 'chang'), ('-should', 'should'), ('con-', 'con')]
PUR19180822-V18-03-page3.txt: [('-', ''), ('ac-', 'ac'), ('sincere-', 'sincere'), ('bur-', 'bur'), ('cam-', 'cam'), ('over-', 'over'), ('ap-', 'ap'), ('-coloted', 'coloted')]
PUR19180822-V18-03-page4.txt: [('strug-', 'strug'), ('impor-', 'impor'), ('Inter-Moun-', 'Inter-Moun')]
PUR19180822-V18-03-page5.txt: [('Beech-', 'Beech'), ('Watch-', 'Watch'), ('Lib-', 'Lib'), ('For-', 'For'), ('-', '')]
PUR19180822-V18-03-page6.txt: [('-', ''), ('chil-', 'chil'), ('Thous-', 'Thous'), ('"cough-', '"cough'), ('temper-', 'temper'), ('"-', '"'), ('u-', 'u'), ('Hunter-', 'Hunter')]
PUR19180822-V18-03-page7.txt: [('-of', 'of'), ('cir-', 'cir'), ('-cmastances.', 'cmastances.'), ('-part', 'part'), ('The-', 'The')]
PUR19180822-V18-03-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Mc-', 'Mc'), ('Mc-', 'Mc'), ('Mc-', 'Mc'), ('mes-', 'mes'), ('Presi-', 'Presi'), ('Presi-', 'Presi'), ('fol-', 'fol'), ('-', ''), ('-', ''), ('-', ''), ('--', '-')]
PUR19180829-V18-04-page1.txt: [('pre-', 'pre'), ('com-', 'com'), ('pray-', 'pray'), ('des-', 'des'), ('-Ind', 'Ind'), ('faith-', 'faith')]
PUR19180829-V18-04-page2.txt: [('-', ''), ('divid-', 'divid'), ('-become', 'become'), ('serv-', 'serv'), ('Les-', 'Les')]
PUR19180829-V18-04-page3.txt: [('cam-', 'cam'), ('Oc-', 'Oc'), ('in-', 'in')]
PUR19180829-V18-04-page4.txt: [('encourag-', 'encourag'), ('writ-', 'writ'), ('ef-', 'ef'), ('Cal-', 'Cal')]
PUR19180829-V18-04-page5.txt: [('-', '')]
PUR19180829-V18-04-page6.txt: [('soul-win-', 'soul-win')]
PUR19180829-V18-04-page7.txt: [('-', ''), ('Gern-', 'Gern'), ('accept-', 'accept'), ('Trade-', 'Trade'), ('-room', 'room'), ('con-', 'con'), ('opin-', 'opin')]
PUR19180829-V18-04-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('An-', 'An'), ('Ange-', 'Ange'), ('Aug-', 'Aug'), ('-', ''), ('de-', 'de')]
PUR19180905-V18-05-page1.txt: [('-Then', 'Then'), ('wher-', 'wher'), ('ofatechni-', 'ofatechni'), ('en-', 'en')]
PUR19180905-V18-05-page2.txt: [('Ste-', 'Ste'), ('-', ''), ('camp-', 'camp'), ('-', ''), ('North-', 'North'), ('sal-', 'sal'), ('North-', 'North'), ('increas-', 'increas'), ('-cent-a-week', 'cent-a-week'), ('Ste-', 'Ste'), ('be-', 'be'), ('ad-', 'ad'), ('Read-', 'Read'), ('en-', 'en'), ('--couraging', '-couraging'), ('-manner', 'manner'), ('deliv-', 'deliv'), ('Diffen-', 'Diffen'), ('-', ''), ('Un-', 'Un'), ('pur-', 'pur'), ('Pa-', 'Pa')]
PUR19180905-V18-05-page3.txt: [('Sab-', 'Sab'), ('secre-', 'secre'), ('dur-', 'dur'), ('cam-', 'cam'), ('Accordin-', 'Accordin'), ('-', ''), ('-', ''), ('pro-', 'pro'), ('-', ''), ('lib-', 'lib'), ('dele-', 'dele')]
PUR19180905-V18-05-page4.txt: [('world-', 'world'), ('encour-', 'encour'), ('work-', 'work'), ('-of', 'of'), ('meet-', 'meet'), ('in-', 'in'), ('represent-', 'represent')]
PUR19180905-V18-05-page5.txt: [('Sev-', 'Sev'), ('In-', 'In'), ('Oak-', 'Oak'), ('Sab-', 'Sab'), ('Mendo-', 'Mendo'), ('Breiti-', 'Breiti'), ('Dur-', 'Dur')]
PUR19180905-V18-05-page6.txt: [('-the', 'the'), ('-cent-a-week', 'cent-a-week'), ('Bar-', 'Bar'), ('-', ''), ('bara-', 'bara'), ('seeking-', 'seeking'), ('di-', 'di')]
PUR19180905-V18-05-page7.txt: [('Ad-', 'Ad'), ('-', ''), ('excel-', 'excel'), ('-part', 'part'), ('Hunts-', 'Hunts'), ('Con-', 'Con'), ('Trade-', 'Trade'), ('-room', 'room'), ('need-', 'need')]
PUR19180905-V18-05-page8.txt: [('-', ''), ('Los-', 'Los'), ('qw.s-', 'qw.s'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-Williams', 'Williams'), ('Septem-', 'Septem')]
PUR19180912-V18-06-page1.txt: [('ad-', 'ad'), ('Carr-', 'Carr')]
PUR19180912-V18-06-page2.txt: [('-our', 'our'), ('-Intense', 'Intense'), ('-', ''), ('-Heavenly', 'Heavenly'), ('mem-', 'mem'), ('teach-', 'teach'), ('espec-', 'espec'), ('cam-', 'cam')]
PUR19180912-V18-06-page3.txt: [('ad-', 'ad'), ('assist-', 'assist')]
PUR19180912-V18-06-page4.txt: [('Pa-', 'Pa'), ('Sab-', 'Sab'), ('Walla-', 'Walla'), ('Sab-', 'Sab'), ('mis-', 'mis')]
PUR19180912-V18-06-page5.txt: [('-', ''), ('insti-', 'insti'), ('in-', 'in'), ('-', ''), ('-California', 'California')]
PUR19180912-V18-06-page6.txt: [('Cali-', 'Cali'), ('South-', 'South'), ('-', ''), ('build-', 'build')]
PUR19180912-V18-06-page7.txt: [('week-', 'week'), ('execu-', 'execu'), ('Sny-', 'Sny'), ('creden-', 'creden'), ('con-', 'con'), ("-Recorder.'", "Recorder.'"), ('prohi-', 'prohi'), ('Phil-', 'Phil'), ('ev-', 'ev'), ('de-', 'de'), ('appro-', 'appro'), ('enroll-', 'enroll'), ('mis-', 'mis'), ('evan-', 'evan')]
PUR19180912-V18-06-page8.txt: [('-', ''), ('-', ''), ('man-', 'man'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('of-', 'of'), ('-', ''), ('Oak-', 'Oak'), ('mission-', 'mission'), ('.-', '.'), ('Ne-', 'Ne'), ('-', ''), ('educa-', 'educa'), ('doubt-', 'doubt'), ('Califor-', 'Califor'), ('-of', 'of'), ('Pa-', 'Pa'), ('Bur-', 'Bur'), ('"Record-', '"Record')]
PUR19180919-V18-07-page1.txt: [('-the', 'the'), ('com-', 'com'), ('re-', 're'), ('con-', 'con'), ('build-', 'build')]
PUR19180919-V18-07-page2.txt: [('ac-', 'ac'), ('priv-', 'priv'), ('spend-', 'spend'), ('-', '')]
PUR19180919-V18-07-page3.txt: [('Mis-', 'Mis'), ('-', ''), ('Coun-', 'Coun'), ('en-', 'en'), ('hea-', 'hea'), ('help-', 'help'), ('transfer-', 'transfer')]
PUR19180919-V18-07-page4.txt: [('-Z', 'Z'), ('faith-', 'faith'), ('to-day.-', 'to-day.'), ('coun-', 'coun'), ('con-', 'con'), ('-', '')]
PUR19180919-V18-07-page5.txt: [('togeth-', 'togeth'), ('-', ''), ('In-', 'In')]
PUR19180919-V18-07-page6.txt: [('con-', 'con'), ('mis-', 'mis'), ('n-si-', 'n-si'), ('-', ''), ('bene-', 'bene'), ('num-', 'num'), ('ex-', 'ex'), ('Bro-', 'Bro')]
PUR19180919-V18-07-page7.txt: [('be-', 'be'), ('con-', 'con'), ('five-', 'five'), ('Con-', 'Con')]
PUR19180919-V18-07-page8.txt: [('expi-', 'expi'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('pa-', 'pa'), ('-', ''), ('-', ''), ('need-', 'need'), ('every-', 'every'), ('cou-', 'cou'), ('adopt-', 'adopt')]
PUR19180926-V18-08-page1.txt: [('to-', 'to'), ('--what', '-what'), ('re-', 're')]
PUR19180926-V18-08-page2.txt: [('im-', 'im'), ('-The', 'The'), ('from-', 'from'), ('-wvere', 'wvere'), ('fu-', 'fu'), ('re-', 're'), ('-ruction', 'ruction'), ('-', ''), ('Vol-', 'Vol')]
PUR19180926-V18-08-page3.txt: [('re-', 're'), ('-', ''), ('-', ''), ('wide-', 'wide')]
PUR19180926-V18-08-page4.txt: [('per-', 'per'), ('eter-', 'eter'), ('offi-', 'offi'), ('cap-', 'cap')]
PUR19180926-V18-08-page5.txt: [('in-', 'in'), ('Opposi-', 'Opposi'), ('dur-', 'dur')]
PUR19180926-V18-08-page6.txt: [('tak-', 'tak'), ('look-', 'look'), ('Ingather-', 'Ingather'), ('work-', 'work'), ('"Watch-', '"Watch'), ('sup-', 'sup'), ('par-', 'par'), ('defi-', 'defi')]
PUR19180926-V18-08-page7.txt: [('Mission-', 'Mission'), ('soul-', 'soul'), ('Trus-', 'Trus'), ('-', '')]
PUR19180926-V18-08-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('under-', 'under'), ('-', ''), ('heat-', 'heat'), ('War-', 'War'), ('refer-', 'refer'), ('Cali-', 'Cali'), ('-visiting', 'visiting'), ('Revelation.-', 'Revelation.')]
PUR19181003-V18-09-page1.txt: [('-Gazette."', 'Gazette."'), ('there-', 'there'), ('ac-', 'ac'), ('-', ''), ('en-', 'en'), ('ar-', 'ar'), ('particu-', 'particu'), ('Speak--', 'Speak-')]
PUR19181003-V18-09-page2.txt: [('cam-', 'cam')]
PUR19181003-V18-09-page3.txt: [('attend-', 'attend'), ('Confer-', 'Confer'), ('af-', 'af'), ('suc-', 'suc'), ('Ari-', 'Ari')]
PUR19181003-V18-09-page4.txt: [('pri-', 'pri'), ('Oc-', 'Oc'), ('Bakers-', 'Bakers'), ('-', ''), ('re-', 're'), ('pu-', 'pu')]
PUR19181003-V18-09-page5.txt: [('omnipo-', 'omnipo'), ('"Pres-', '"Pres'), ('-concerned', 'concerned'), ('re-', 're'), ('-', '')]
PUR19181003-V18-09-page6.txt: [('for-', 'for'), ('ex-', 'ex'), ('-amination.', 'amination.'), ('"pub-', '"pub'), ('Inter-', 'Inter')]
PUR19181003-V18-09-page7.txt: [('Chris-', 'Chris'), ('Car-', 'Car'), ('propa-', 'propa'), ('as-', 'as'), ('Stock-', 'Stock')]
PUR19181003-V18-09-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
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PUR19181010-V18-10-page3.txt: [('re-', 're'), ('prov-', 'prov'), ('mem-', 'mem'), ('instru-', 'instru'), ('church-', 'church')]
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PUR19181010-V18-10-page6.txt: [('to-', 'to'), ('en-', 'en'), ('morn-', 'morn')]
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PUR19181017-V18-11-page4.txt: [('-FIELD', 'FIELD'), ('-', ''), ('sales-', 'sales'), ('some-', 'some'), ('try-', 'try'), ('opposi-', 'opposi'), ('de-', 'de'), ('-', ''), ('us-', 'us'), ('-the', 'the')]
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PUR19181114-V18-15-page6.txt: [('-', ''), ('-', ''), ('Doubt-', 'Doubt'), ('confer-', 'confer')]
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PUR19190102-V18-22-page3.txt: [('fam-', 'fam'), ('-to', 'to'), ('ef-', 'ef'), ('-', ''), ('vil-', 'vil'), ('bed-', 'bed')]
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PUR19190102-V18-22-page5.txt: [('Car-', 'Car'), ('-O', 'O'), ('Down-', 'Down'), ('Hender-', 'Hender'), ('By-', 'By'), ('prin-', 'prin'), ('resurrec-', 'resurrec'), ('mission-', 'mission'), ('rel-', 'rel'), ('-', ''), ('Sis-', 'Sis')]
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PUR19190102-V18-22-page7.txt: [('in-', 'in'), ('to-', 'to'), ('-Recorder"', 'Recorder"'), ('can-', 'can'), ('-Vs.', 'Vs.'), ('-', ''), ('Hebarct-', 'Hebarct')]
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PUR19190109-V18-23-page5.txt: [('Seran-', 'Seran'), ('dis-', 'dis'), ('-can', 'can'), ('evangelis-', 'evangelis'), ('-', ''), ('Oc-', 'Oc'), ('Pa-', 'Pa'), ('lan-', 'lan'), ('is-', 'is'), ('-Box', 'Box'), ('-', ''), ('mis-', 'mis'), ('mes-', 'mes')]
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PUR19190116-V18-24-page5.txt: [('P-', 'P'), ('Inter-', 'Inter'), ('same----', 'same---'), ('--What', '-What'), ('an-', 'an'), ('-cent-a-week', 'cent-a-week'), ('Af-', 'Af'), ('interest-', 'interest')]
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PUR19190123-V18-25-page3.txt: [('-', ''), ('Cen-', 'Cen'), ('-', ''), ('-', '')]
PUR19190123-V18-25-page4.txt: [('-We', 'We'), ('church-', 'church'), ('en-', 'en'), ('Ox-', 'Ox'), ('-', ''), ('-', ''), ('de-', 'de'), ('Leg-', 'Leg'), ('ex-', 'ex'), ('mes-', 'mes'), ('"Recorder"-', '"Recorder"')]
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PUR19190123-V18-25-page7.txt: [('com-', 'com'), ('news-', 'news'), ('-papers', 'papers'), ('S.-', 'S.'), ('cor-', 'cor'), ('-kii', 'kii')]
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PUR19190130-V18-26-page2.txt: [('recon-', 'recon')]
PUR19190130-V18-26-page3.txt: [('cam-', 'cam'), ('-our', 'our'), ('Inter-', 'Inter'), ('al-', 'al'), ("Charles'G.-", "Charles'G."), ('-it', 'it'), ('-merchant', 'merchant'), ('peo-', 'peo'), ('Warren-', 'Warren'), ('An-', 'An')]
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PUR19190206-V18-27-page1.txt: [('neith-', 'neith')]
PUR19190206-V18-27-page2.txt: [('Sun-', 'Sun'), ('Farns-', 'Farns'), ('mar-', 'mar'), ('superintend-', 'superintend'), ('deep-', 'deep'), ('con-', 'con'), ('cense-', 'cense')]
PUR19190206-V18-27-page3.txt: [('amuse-', 'amuse'), ('Jan-', 'Jan'), ('ves-', 'ves'), ('plant-', 'plant')]
PUR19190206-V18-27-page4.txt: [('mechan-', 'mechan'), ('employ-', 'employ'), ('suf-', 'suf'), ('princi-', 'princi'), ('en-', 'en'), ('produc-', 'produc'), ('mo-', 'mo'), ('Emman-', 'Emman')]
PUR19190206-V18-27-page5.txt: [('-', ''), ('pres-', 'pres'), ('op-', 'op'), ('in-', 'in')]
PUR19190206-V18-27-page6.txt: [('syste-', 'syste'), ('-while', 'while'), ('con-', 'con'), ('edu-', 'edu'), ('Contro-', 'Contro'), ('-Ukiah', 'Ukiah'), ('Long-', 'Long'), ('in-', 'in')]
PUR19190206-V18-27-page7.txt: [('Sani-', 'Sani'), ('-', ''), ('broth-', 'broth'), ('mar-', 'mar'), ('Ad-', 'Ad'), ('con-', 'con'), ('cli-', 'cli')]
PUR19190206-V18-27-page8.txt: [('recon-', 'recon'), ('at-', 'at'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('immedi-', 'immedi'), ('liquor-', 'liquor'), ('sym-', 'sym'), ('extend-', 'extend')]
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PUR19190213-V18-28-page2.txt: [('-be.', 'be.'), ('funda-', 'funda'), ('stu-', 'stu'), ('-dent', 'dent'), ('our-', 'our'), ('sec-', 'sec'), ('relig-', 'relig')]
PUR19190213-V18-28-page3.txt: [('state-', 'state'), ('hus-', 'hus')]
PUR19190213-V18-28-page4.txt: [('Rupert-', 'Rupert')]
PUR19190213-V18-28-page5.txt: [('impa-', 'impa'), ('busi-', 'busi'), ('-', ''), ('Ca-', 'Ca'), ('dif-', 'dif'), ('dwell-', 'dwell'), ('trium-', 'trium'), ('attempt-', 'attempt'), ('re-', 're'), ('-sponsible', 'sponsible'), ('on-', 'on')]
PUR19190213-V18-28-page6.txt: [('num-', 'num'), ('be-', 'be'), ('suf-', 'suf'), ('-', ''), ('circum-', 'circum'), ('privi-', 'privi'), ('se.-', 'se.'), ('Mc-', 'Mc'), ('ex-', 'ex'), ('Jan-', 'Jan')]
PUR19190213-V18-28-page7.txt: [('moun-', 'moun'), ('sur-', 'sur'), ('-all', 'all'), ('Hollen-', 'Hollen'), ('Electri-', 'Electri'), ('-meetings', 'meetings'), ('-which', 'which'), ('-writer', 'writer'), ('consist-', 'consist'), ('-exit', 'exit'), ('-many', 'many')]
PUR19190213-V18-28-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('co-', 'co'), ('-Christ', 'Christ')]
PUR19190220-V18-29-page1.txt: [('-Carmichael', 'Carmichael'), ('-the', 'the'), ('-soon', 'soon'), ('-this', 'this'), ('-', ''), ('de-', 'de'), ('-this', 'this'), ('-', ''), ('-brethren', 'brethren'), ('-good', 'good'), ('-', ''), ('-', ''), ('-and', 'and'), ('-', ''), ('-theories', 'theories'), ('-', ''), ('-Lord', 'Lord'), ('-enter', 'enter')]
PUR19190220-V18-29-page2.txt: [('Port-of-', 'Port-of'), ('-world.', 'world.'), ('-world', 'world')]
PUR19190220-V18-29-page3.txt: [('-poorly', 'poorly'), ('any-', 'any')]
PUR19190220-V18-29-page4.txt: [('de-', 'de'), ('-', ''), ('-usually', 'usually'), ('love--', 'love-'), ('the--', 'the-'), ('-because', 'because'), ('re-', 're'), ('-faithful', 'faithful')]
PUR19190220-V18-29-page5.txt: [('-', ''), ('Barstow-', 'Barstow'), ('in-', 'in'), ('Meek-', 'Meek'), ('at-', 'at'), ('accom-', 'accom'), ('-it', 'it'), ('ar-', 'ar'), ('fin-', 'fin')]
PUR19190220-V18-29-page6.txt: [('colpor-', 'colpor')]
PUR19190220-V18-29-page7.txt: [('-do', 'do'), ('ad-', 'ad'), ('-dressed', 'dressed'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-Cal.', 'Cal.'), ('-of', 'of'), ('-', ''), ('Associa-', 'Associa'), ('-', ''), ('-all', 'all'), ('Scap-', 'Scap')]
PUR19190220-V18-29-page8.txt: [('-', ''), ('um-', 'um'), ('five-', 'five'), ('-College', 'College'), ('Medi-', 'Medi'), ('-Elders', 'Elders'), ('re-', 're')]
PUR19190227-V18-30-page1.txt: [('or-', 'or'), ('fram-', 'fram'), ('preva-', 'preva'), ('con-', 'con'), ('-a', 'a'), ('-upon', 'upon'), ('-', ''), ('-', ''), ('un-', 'un'), ('-with', 'with'), ('-strong', 'strong'), ('-', ''), ('-be', 'be'), ('-universal', 'universal'), ('good-', 'good'), ('-thing', 'thing'), ('-', '')]
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PUR19190227-V18-30-page3.txt: [('of-', 'of'), ('ef-', 'ef'), ('-v', 'v'), ('visit-', 'visit'), ('-t', 't'), ('-', ''), ('-A', 'A'), ('disap-', 'disap'), ('vis-', 'vis'), ('-.itching', '.itching')]
PUR19190227-V18-30-page4.txt: [('-', ''), ('-', ''), ('Cotton-', 'Cotton'), ('invest-', 'invest'), ('apprecia-', 'apprecia'), ('meet-', 'meet'), ('-', ''), ('may-', 'may'), ('"Recorder"-', '"Recorder"')]
PUR19190227-V18-30-page5.txt: [('-labors', 'labors'), ('re-', 're'), ('-attention', 'attention'), ('cer-', 'cer'), ('f-', 'f'), ('-torture', 'torture'), ('-with', 'with'), ('him-', 'him'), ('-not', 'not')]
PUR19190227-V18-30-page6.txt: [('-diseased', 'diseased'), ('"Signs"-', '"Signs"'), ('pres-', 'pres'), ('in-', 'in'), ('hu-', 'hu')]
PUR19190227-V18-30-page7.txt: [('-disturbance', 'disturbance'), ('every-', 'every'), ('-', ''), ('pre-', 'pre'), ('-cover', 'cover'), ('-', ''), ('An-', 'An'), ('-other', 'other'), ('Anarchy.-', 'Anarchy.'), ('-quick', 'quick'), ('-all', 'all'), ('chick-', 'chick'), ('--Boa', '-Boa'), ('-B.', 'B.'), ('-M.', 'M.'), ('-F.', 'F.'), ('-J.', 'J.'), ('-M.', 'M.'), ('-Frank', 'Frank'), ('-J.W.', 'J.W.'), ('-advertisers', 'advertisers'), ('-', ''), ('be-', 'be'), ('-White', 'White'), ('-', ''), ('-.', '.')]
PUR19190227-V18-30-page8.txt: [('-names', 'names'), ('-', ''), ('-helpful', 'helpful'), ('-after', 'after'), ('Ser-', 'Ser'), ('daugh-', 'daugh'), ('pre-', 'pre'), ('-', ''), ('-Brethren', 'Brethren'), ('neigh-', 'neigh'), ('-', '')]
PUR19190306-V18-31-page1.txt: [('-Healey', 'Healey'), ('-work', 'work'), ('-against', 'against'), ('-from', 'from'), ('-were', 'were'), ('-against', 'against'), ('pre-', 'pre'), ('-vail.', 'vail.'), ('-the', 'the'), ('-March', 'March'), ('-up', 'up'), ('-work', 'work'), ('con-', 'con'), ('be-', 'be'), ('-gets', 'gets'), ('num-', 'num'), ('pro-', 'pro')]
PUR19190306-V18-31-page2.txt: [('les-', 'les'), ('the-', 'the'), ('Pacific-', 'Pacific'), ('hold-', 'hold'), ('-courage', 'courage'), ('com-', 'com'), ('com-', 'com'), ('Corre-', 'Corre')]
PUR19190306-V18-31-page3.txt: [('de-', 'de'), ('-are', 'are'), ('-some', 'some'), ('-Meeker.', 'Meeker.'), ('-play', 'play'), ('for-', 'for'), ('-in', 'in'), ('and--', 'and-'), ('-every', 'every'), ('-and', 'and'), ('-of', 'of')]
PUR19190306-V18-31-page4.txt: [('-', ''), ('as-', 'as'), ('liter-', 'liter'), ('statement-', 'statement'), ('-', ''), ('Member-', 'Member')]
PUR19190306-V18-31-page5.txt: [('-out', 'out'), ('--', '-'), ('-especially', 'especially'), ('-attack', 'attack'), ('--of', '-of'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-audi-', 'audi-'), ('-"to', '"to'), ('Mis-', 'Mis'), ('-', '')]
PUR19190306-V18-31-page6.txt: [('-', ''), ('con-', 'con'), ('evan-', 'evan'), ('to-', 'to'), ('-coming', 'coming'), ('-L.', 'L.')]
PUR19190306-V18-31-page7.txt: [('-', ''), ('-all', 'all'), ('-Box', 'Box'), ('-J.', 'J.'), ('-B.', 'B.'), ('-M.', 'M.'), ('-F.', 'F.'), ('-.T.', '.T.'), ('-M.', 'M.'), ('-Frank', 'Frank'), ('--.T.W.', '-.T.W.'), ('-', ''), ('Scap-', 'Scap')]
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PUR19190313-V18-32-page2.txt: [('-', ''), ('-days', 'days'), ('-the', 'the'), ('hear-', 'hear'), ('-and', 'and'), ('-will', 'will'), ('-', ''), ('com-', 'com'), ('wit-', 'wit')]
PUR19190313-V18-32-page3.txt: [('-by', 'by'), ('-', ''), ('pro-', 'pro'), ('recog-', 'recog'), ('-be', 'be'), ('of-', 'of'), ('-missionary', 'missionary'), ('com-', 'com')]
PUR19190313-V18-32-page4.txt: [('.al.It-', '.al.It'), ('Cali-', 'Cali'), ('privi-', 'privi'), ('-a', 'a'), ('or-', 'or')]
PUR19190313-V18-32-page5.txt: [('breth-', 'breth'), ('Nations."-', 'Nations."'), ('ad-', 'ad'), ('-tion', 'tion')]
PUR19190313-V18-32-page6.txt: [('ef-', 'ef'), ('packed-', 'packed'), ('-', ''), ('pres-', 'pres')]
PUR19190313-V18-32-page7.txt: [('An-', 'An'), ('deter-', 'deter'), ('re--', 're-'), ('accompa-', 'accompa'), ('advertise-', 'advertise'), ('Bel-', 'Bel'), ('-', ''), ('experi-', 'experi'), ('sug-', 'sug'), ('affilia-', 'affilia')]
PUR19190313-V18-32-page8.txt: [('lib-', 'lib'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-Healey', 'Healey'), ('-the', 'the'), ('-was', 'was'), ('-', ''), ('-', ''), ('ex-', 'ex'), ('-petted', 'petted'), ('be-', 'be'), ('Leg-', 'Leg'), ('-Phoenix', 'Phoenix'), ('secur-', 'secur')]
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PUR19190320-V18-33-page2.txt: [('-', ''), ('new-', 'new'), ('No-', 'No'), ('re-', 're'), ('meet-', 'meet'), ('--hopeless.', '-hopeless.'), ('com-', 'com'), ('re-', 're')]
PUR19190320-V18-33-page3.txt: [('-the', 'the'), ('-school', 'school'), ('build-', 'build'), ('Sab-', 'Sab'), ('chil-', 'chil'), ('Any-', 'Any'), ('Mon-', 'Mon'), ('present-', 'present'), ('await-', 'await')]
PUR19190320-V18-33-page4.txt: [('heat-', 'heat'), ('sub-', 'sub'), ('gar-', 'gar'), ('-of', 'of'), ('consid-', 'consid'), ('some-', 'some'), ('per-', 'per')]
PUR19190320-V18-33-page5.txt: [('-help', 'help'), ('-secre-', 'secre-'), ('enthu-', 'enthu'), ('re-', 're'), ('-been', 'been'), ('render-', 'render')]
PUR19190320-V18-33-page6.txt: [('institute.-', 'institute.'), ('-Because', 'Because'), ('mes-', 'mes'), ('Presbyte-', 'Presbyte'), ('Helena-', 'Helena'), ('-show', 'show'), ('king-', 'king')]
PUR19190320-V18-33-page7.txt: [('Con-', 'Con'), ('dele-', 'dele'), ('An-', 'An'), ('-five', 'five'), ('advancement."-', 'advancement."'), ('Lin-', 'Lin'), ('---', '--'), ('Ad-', 'Ad'), ('-Box', 'Box'), ('-J.', 'J.'), ('-B.', 'B.'), ('-M.', 'M.'), ('-E.', 'E.'), ('-.I.', '.I.'), ('Ste-', 'Ste'), ('-Frank', 'Frank'), ('-', ''), ('-M.', 'M.')]
PUR19190320-V18-33-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19190327-V18-34-page1.txt: [('remark-', 'remark'), ('re-', 're'), ('-capacity', 'capacity'), ('con-', 'con'), ('unit-', 'unit'), ('pos-', 'pos'), ('-port', 'port'), ('-name', 'name'), ('acade-', 'acade'), ('-related', 'related')]
PUR19190327-V18-34-page2.txt: [('RECORDER-', 'RECORDER'), ('Mis-', 'Mis'), ('re-', 're'), ('-what', 'what'), ('-blessed', 'blessed'), ('glo-', 'glo'), ('mes-', 'mes'), ('-great', 'great'), ('col-', 'col'), ('be-', 'be')]
PUR19190327-V18-34-page3.txt: [('-presentation', 'presentation'), ('tak-', 'tak'), ('ad-', 'ad'), ('Ari-', 'Ari'), ('-zona', 'zona'), ('ex-', 'ex'), ('-as', 'as'), ('-closer', 'closer'), ('-a', 'a'), ('doc-', 'doc'), ('Monday-', 'Monday'), ('Wood-', 'Wood')]
PUR19190327-V18-34-page4.txt: [('-Ogden.', 'Ogden.'), ('-our', 'our'), ('-may', 'may'), ('Items-', 'Items'), ('-thought', 'thought')]
PUR19190327-V18-34-page5.txt: [('-supply', 'supply'), ('El-', 'El'), ('taktug-', 'taktug'), ('fin-', 'fin'), ('-', ''), ('-do', 'do'), ("-Might'", "Might'"), ('co-', 'co')]
PUR19190327-V18-34-page6.txt: [('in-', 'in'), ('to-', 'to'), ('fre-', 'fre'), ('-', ''), ('hours--', 'hours-'), ('start--', 'start-'), ('sev-', 'sev'), ('-of', 'of')]
PUR19190327-V18-34-page7.txt: [('-', ''), ('Con-', 'Con'), ('-.Whenonly-', '.Whenonly-'), ('--was', '-was'), ('-', ''), ('-August', 'August'), ('-send', 'send'), ('secre-', 'secre'), ('-her', 'her'), ('Lough-', 'Lough'), ('-were', 'were'), ('writ-', 'writ'), ('-level', 'level'), ('pres-', 'pres'), ('-', ''), ('-', '')]
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PUR19190403-V18-35-page2.txt: [('denawl-', 'denawl'), ('en-', 'en'), ('confer-', 'confer'), ('accom-', 'accom'), ('-', ''), ('they-', 'they'), ('out-', 'out')]
PUR19190403-V18-35-page3.txt: [('Cali-', 'Cali'), ('ex-', 'ex'), ('Wil-', 'Wil'), ('re-', 're'), ('recom-', 'recom')]
PUR19190403-V18-35-page4.txt: [('ad-', 'ad'), ('fol-', 'fol'), ('recent-', 'recent'), ('owing-', 'owing'), ('As-', 'As'), ('the-', 'the'), ('-called', 'called'), ('vie-', 'vie'), ('colpor-', 'colpor'), ('A-', 'A'), ('Brothel-', 'Brothel'), ('sell-', 'sell')]
PUR19190403-V18-35-page5.txt: [('ap-', 'ap'), ('la-', 'la'), ('-seven', 'seven'), ('meet-', 'meet'), ('-each', 'each'), ('Fran-', 'Fran'), ('af-', 'af')]
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PUR19190731-V18-52-page5.txt: [('at-', 'at'), ('ded-', 'ded')]
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PUR19190821-V19-03-page5.txt: [('"He-', '"He'), ('-page', 'page'), ('-page', 'page'), ('con-', 'con'), ('read-', 'read'), ('sec-', 'sec'), ('-Pelt', 'Pelt'), ('find-', 'find')]
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PUR19190904-V19-04-page4.txt: [('-', ''), ('-', '')]
PUR19190904-V19-04-page5.txt: [('-', ''), ('-', '')]
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PUR19190911-V19-05-page1.txt: [('Danish-', 'Danish'), ('quanti-', 'quanti'), ('-of', 'of')]
PUR19190911-V19-05-page2.txt: [('prin-', 'prin'), ('-', ''), ('Marsh-', 'Marsh'), ('of-', 'of')]
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PUR19190911-V19-05-page5.txt: [('mem-', 'mem'), ('-', ''), ('-', ''), ('-', '')]
PUR19190911-V19-05-page6.txt: [('-inhave', 'inhave'), ('giv-', 'giv'), ('Dolson-', 'Dolson'), ('-temporary', 'temporary')]
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PUR19190918-V19-06-page2.txt: [('UNION-', 'UNION'), ('work-', 'work'), ('-gi', 'gi'), ('adjoin-', 'adjoin')]
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PUR19190925-V19-07-page3.txt: [('ship-', 'ship'), ('Bald-', 'Bald'), ('-', ''), ('con-', 'con'), ('mission-', 'mission'), ('mis-', 'mis'), ('f.-', 'f.')]
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PUR19190925-V19-07-page7.txt: [('-wife', 'wife'), ('-', '')]
PUR19190925-V19-07-page8.txt: [('Vol-', 'Vol'), ('con-', 'con'), ('-', '')]
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PUR19191009-V19-09-page4.txt: [('near-', 'near'), ('Me-', 'Me'), ('No-', 'No'), ('cer-', 'cer')]
PUR19191009-V19-09-page5.txt: [('wash-', 'wash'), ('-then', 'then'), ('Hen-', 'Hen'), ('-the', 'the')]
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PUR19191016-V19-10-page3.txt: [('The-', 'The'), ('-', ''), ('-Sander', 'Sander'), ('workof-', 'workof')]
PUR19191016-V19-10-page4.txt: [('bound-', 'bound'), ('self-suf-', 'self-suf'), ('in-', 'in')]
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PUR19191030-V19-12-page2.txt: [('en-', 'en'), ('ordi-', 'ordi'), ('re-', 're'), ('peo-', 'peo'), ('vol-', 'vol')]
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PUR19191030-V19-12-page4.txt: [('-', ''), ('treat-', 'treat'), ('med-', 'med'), ('demon-', 'demon'), ('com-', 'com'), ('pros-', 'pros')]
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PUR19191030-V19-12-page6.txt: [('en-', 'en'), ('cap-', 'cap'), ('wo-', 'wo')]
PUR19191030-V19-12-page7.txt: [('Hos-', 'Hos'), ('med-', 'med'), ('-unbelief', 'unbelief'), ('corres-', 'corres'), ('Glen-', 'Glen'), ('con-', 'con'), ('in-', 'in'), ('-', ''), ('-', '')]
PUR19191030-V19-12-page8.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('wa-', 'wa')]
PUR19191106-V19-13-page1.txt: [('substance--', 'substance-'), ('can-', 'can')]
PUR19191106-V19-13-page2.txt: [('-', ''), ('wher-', 'wher'), ('-', ''), ('-', ''), ('-', ''), ('pleas-', 'pleas'), ('gath-', 'gath'), ('"legalis-', '"legalis')]
PUR19191106-V19-13-page3.txt: [('remain-', 'remain'), ('bul-', 'bul'), ('-', '')]
PUR19191106-V19-13-page4.txt: [('Loug-', 'Loug'), ('-', ''), ('teach-', 'teach'), ('car-', 'car'), ('Pain-', 'Pain'), ('In-', 'In'), ('In-', 'In'), ('al-', 'al'), ('gather-', 'gather'), ('In-', 'In'), ('pro"-', 'pro"')]
PUR19191106-V19-13-page5.txt: [('-', ''), ('work-', 'work'), ('stu-', 'stu'), ('con-', 'con'), ('sec-', 'sec'), ('con-', 'con'), ('Cen-', 'Cen'), ('vol-', 'vol'), ('Monticel-', 'Monticel'), ('giy-', 'giy'), ('car-', 'car')]
PUR19191106-V19-13-page6.txt: [('-', ''), ('maga-', 'maga'), ('suc-', 'suc')]
PUR19191106-V19-13-page7.txt: [('in-', 'in'), ('or-', 'or'), ('med-', 'med'), ('Superinten-', 'Superinten'), ('-acre', 'acre'), ('Hos-', 'Hos'), ('princi-', 'princi'), ('resur-', 'resur'), ('"Theologi-', '"Theologi'), ('auto-', 'auto')]
PUR19191106-V19-13-page8.txt: [('dis-', 'dis'), ('be-', 'be'), ('S.-', 'S.'), ('urg-', 'urg'), ('faith-', 'faith'), ('faith-', 'faith')]
PUR19191113-V19-14-page1.txt: [('read-', 'read'), ('Holt-', 'Holt')]
PUR19191113-V19-14-page2.txt: [('opera-', 'opera'), ('clos-', 'clos'), ('-"', '"'), ('fin-', 'fin'), ('say-', 'say'), ('Sun-', 'Sun'), ('pub-', 'pub'), ('-', ''), ('-', ''), ('-', ''), ('press-', 'press'), ('Holt-', 'Holt')]
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PUR19191113-V19-14-page4.txt: [('Parent-', 'Parent'), ('every-', 'every'), ('sub-', 'sub')]
PUR19191113-V19-14-page5.txt: [('num.-', 'num.'), ('gross-', 'gross'), ('volun-', 'volun'), ('Cali-', 'Cali')]
PUR19191113-V19-14-page6.txt: [('fie-', 'fie'), ('-so-tad', 'so-tad'), ('pos-', 'pos'), ('na-', 'na'), ('inter-', 'inter'), ('Mon-', 'Mon')]
PUR19191113-V19-14-page7.txt: [('Janu-', 'Janu'), ('-', ''), ('-', ''), ('princi-', 'princi'), ('-', ''), ('recommenda-', 'recommenda'), ('stu-', 'stu'), ('di-', 'di'), ('spec-', 'spec'), ('Advent-', 'Advent'), ('Con-', 'Con'), ('be-', 'be')]
PUR19191113-V19-14-page8.txt: [('ef-', 'ef'), ('sev-', 'sev'), ('o-', 'o')]
PUR19191120-V19-15-page2.txt: [('pro-', 'pro'), ('periodi-', 'periodi'), ('-', ''), ('No-', 'No'), ('sal-', 'sal'), ('bet-', 'bet'), ('sil-', 'sil'), ('in-', 'in'), ('-', ''), ('-', ''), ('-', '')]
PUR19191120-V19-15-page3.txt: [('GREAT-', 'GREAT'), ('-', ''), ('cam-', 'cam'), ('be-', 'be'), ('Times"-', 'Times"')]
PUR19191120-V19-15-page4.txt: [('FINAN-', 'FINAN'), ('DE-', 'DE'), ('-Signs', 'Signs'), ('LET-', 'LET')]
PUR19191120-V19-15-page5.txt: [('vis-', 'vis'), ('in-', 'in'), ('rel-', 'rel'), ('-patrons', 'patrons'), ('-', '')]
PUR19191120-V19-15-page6.txt: [('SPIRIT-', 'SPIRIT'), ('-is', 'is'), ('-', ''), ('cam-', 'cam'), ('India-', 'India'), ('Inter-', 'Inter')]
PUR19191120-V19-15-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('minis-', 'minis'), ('-', ''), ('Rich-', 'Rich'), ('train-', 'train'), ('Corres-', 'Corres'), ('writ-', 'writ'), ('al-', 'al'), ('-all', 'all'), ('sever-', 'sever'), ('sail-', 'sail'), ('or-', 'or')]
PUR19191120-V19-15-page8.txt: [('pre-', 'pre'), ('-', ''), ('-', ''), ('reeov-', 'reeov'), ('how-', 'how'), ('re-', 're'), ('be-', 'be'), ('at.-', 'at.'), ('Con-', 'Con'), ('absolute-', 'absolute'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Mem-', 'Mem'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19191127-V19-16-page1.txt: [('-out-pourgrace.', 'out-pourgrace.'), ('com-', 'com')]
PUR19191127-V19-16-page2.txt: [('supplica-', 'supplica'), ('rob-', 'rob'), ('self-pleas-', 'self-pleas'), ('per-', 'per'), ('ef-', 'ef'), ('care-', 'care'), ('serv-', 'serv'), ('-', ''), ('-', ''), ('-', '')]
PUR19191127-V19-16-page3.txt: [('.-', '.'), ('vvo.ww-', 'vvo.ww'), ('-', ''), ('Washing-', 'Washing'), ('San-', 'San'), ('Ja-', 'Ja'), ('na-', 'na'), ('Ar-', 'Ar'), ('con-', 'con'), ('in-', 'in'), ('Broth-', 'Broth')]
PUR19191127-V19-16-page4.txt: [('need-', 'need'), ('"Epidem-', '"Epidem'), ('Work-', 'Work'), ('un-', 'un'), ('con-', 'con'), ('in-', 'in'), ('De-', 'De'), ('Omnipo-', 'Omnipo')]
PUR19191127-V19-16-page5.txt: [('servicefol-', 'servicefol'), ('-church', 'church'), ('fu-', 'fu')]
PUR19191127-V19-16-page6.txt: [('con-', 'con'), ('ap-', 'ap'), ('al-', 'al'), ('work-', 'work'), ('-goal', 'goal'), ('Re-', 'Re'), ('influ-', 'influ'), ('cam-', 'cam')]
PUR19191127-V19-16-page7.txt: [('al-', 'al'), ('Man-', 'Man'), ('Bying-', 'Bying'), ('-', ''), ('opportun-', 'opportun'), ('-', ''), ('-', ''), ('sug-', 'sug'), ('par-', 'par'), ('giv-', 'giv'), ('de-', 'de'), ('-', ''), ('-', '')]
PUR19191127-V19-16-page8.txt: [('sev-', 'sev'), ('Constitu-', 'Constitu'), ('an-', 'an'), ('res-', 'res'), ('Christ-', 'Christ'), ('Wash-', 'Wash'), ('No-', 'No'), ('Ne-', 'Ne'), ('op-', 'op')]
PUR19191204-V19-17-page1.txt: [('spe-', 'spe'), ('sub-', 'sub'), ('pro-', 'pro'), ('neces-', 'neces')]
PUR19191204-V19-17-page2.txt: [('endur-', 'endur'), ('func-', 'func'), ('In-', 'In'), ('-', ''), ('per-', 'per'), ('Glen-', 'Glen'), ('-', ''), ('-', ''), ('-', '')]
PUR19191204-V19-17-page3.txt: [('sus-', 'sus'), ('Sev-', 'Sev'), ('El-', 'El'), ('en-', 'en')]
PUR19191204-V19-17-page4.txt: [('joy-', 'joy')]
PUR19191204-V19-17-page5.txt: [('how-', 'how'), ('Cal-', 'Cal'), ('accept-', 'accept')]
PUR19191204-V19-17-page6.txt: [('de-', 'de'), ('Con-', 'Con'), ('re-', 're'), ('INGATHER-', 'INGATHER'), ('ev-', 'ev'), ('o-', 'o'), ('re-', 're'), ('prop-', 'prop')]
PUR19191204-V19-17-page7.txt: [('"Testi-', '"Testi'), ('Califor-', 'Califor'), ('Hel-', 'Hel'), ('sepa-', 'sepa'), ('-', ''), ('-', ''), ('Inter-Moun-', 'Inter-Moun'), ('Oc-', 'Oc'), ('nor-', 'nor'), ('-', '')]
PUR19191204-V19-17-page8.txt: [('Confer-', 'Confer'), ('aft-', 'aft'), ('inter-', 'inter'), ('splen-', 'splen'), ('sugges-', 'sugges'), ('spe-', 'spe'), ('Hocker-', 'Hocker'), ('-B', 'B'), ('neglect-', 'neglect')]
PUR19191211-V19-18-page1.txt: [('mes-', 'mes'), ('thank-', 'thank'), ('re-', 're'), ('follow-', 'follow'), ('spe-', 'spe'), ('sin-', 'sin')]
PUR19191211-V19-18-page2.txt: [('arrange-', 'arrange'), ('secre-', 'secre'), ('Depart-', 'Depart'), ('firma-', 'firma'), ('in-', 'in'), ('na-', 'na'), ('Centi-', 'Centi'), ('-', ''), ('-', ''), ('foun-', 'foun'), ('Nov-', 'Nov')]
PUR19191211-V19-18-page3.txt: [('de-', 'de'), ('confer-', 'confer'), ('contain-', 'contain'), ('to-', 'to'), ('MAG-', 'MAG'), ('min-', 'min'), ('superinten-', 'superinten')]
PUR19191211-V19-18-page4.txt: [('Ra-', 'Ra'), ('Don-', 'Don'), ('spe-', 'spe'), ('ser-', 'ser'), ('Chris-', 'Chris'), ('mission-', 'mission'), ('voted--', 'voted-'), ('rais-', 'rais'), ('labor-', 'labor'), ('contri-', 'contri'), ('dele-', 'dele')]
PUR19191211-V19-18-page5.txt: [('re-', 're'), ('coun-', 'coun'), ('Mul-', 'Mul'), ('school-', 'school'), ('Inter-', 'Inter'), ('great-', 'great'), ('Inter-Moun-', 'Inter-Moun'), ('Inter-', 'Inter'), ('plead-', 'plead'), ('Mis-', 'Mis'), ('Religi-', 'Religi')]
PUR19191211-V19-18-page6.txt: [('espe-', 'espe'), ('inter-', 'inter'), ('real-', 'real'), ('chil-', 'chil'), ('sew-', 'sew'), ('larg-', 'larg'), ('vis-', 'vis')]
PUR19191211-V19-18-page7.txt: [('per-', 'per'), ('oc-', 'oc'), ('con-', 'con'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19191211-V19-18-page8.txt: [('-DIRECTORY', 'DIRECTORY'), ('"Re-', '"Re'), ('-', ''), ('con-', 'con'), ('in-', 'in'), ('be-', 'be'), ('them-', 'them'), ('let-', 'let'), ('Washing-', 'Washing')]
PUR19191218-V19-19-page1.txt: [('thou-', 'thou'), ('contain-', 'contain'), ('even-', 'even'), ('in-', 'in'), ('fam-', 'fam'), ('work-', 'work'), ('heart--', 'heart-'), ('at-', 'at')]
PUR19191218-V19-19-page2.txt: [('friend-', 'friend'), ('maga-', 'maga'), ('-o', 'o'), ('broth-', 'broth'), ('the-', 'the'), ('-', ''), ('-br', 'br'), ('-', ''), ('-', ''), ('-', ''), ('com-', 'com'), ('Oct-', 'Oct'), ('-', ''), ('corre-', 'corre')]
PUR19191218-V19-19-page3.txt: [('ex-', 'ex')]
PUR19191218-V19-19-page4.txt: [('o-', 'o'), ('fam-', 'fam'), ('recover-', 'recover'), ('teach-', 'teach'), ('Mr.-', 'Mr.')]
PUR19191218-V19-19-page5.txt: [('de-', 'de'), ('-cent', 'cent'), ('con-', 'con'), ('lib-', 'lib'), ('en-', 'en'), ('commis-', 'commis'), ('---', '--'), ('ans-', 'ans'), ('---', '--'), ('-', ''), ('-Brother', 'Brother'), ('-Robert', 'Robert'), ('-to', 'to'), ('-through', 'through')]
PUR19191218-V19-19-page6.txt: [('In-', 'In'), ('sec-', 'sec'), ('be-', 'be'), ('re-', 're'), ('colpor-', 'colpor'), ('Bul-', 'Bul'), ('Decem-', 'Decem'), ('sub-', 'sub'), ('year-', 'year'), ('confer-', 'confer')]
PUR19191218-V19-19-page7.txt: [('un-', 'un'), ('pres-', 'pres'), ('ad-', 'ad'), ('bevertising-', 'bevertising'), ('-', ''), ('Hos-', 'Hos'), ('fol-', 'fol')]
PUR19191218-V19-19-page8.txt: [('ad-', 'ad'), ('Emer-', 'Emer'), ('He-', 'He'), ('Clar-', 'Clar'), ('prin-', 'prin'), ('Cer-', 'Cer'), ('Dec-', 'Dec'), ('Mem-', 'Mem'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19191225-V19-20-page1.txt: [('-', ''), ('-', ''), ('de-', 'de'), ('-it', 'it'), ('add-', 'add')]
PUR19191225-V19-20-page2.txt: [('pa-', 'pa'), ('vic-', 'vic'), ('obtain-', 'obtain'), ('De-', 'De'), ('Begin-', 'Begin'), ('Pres-', 'Pres'), ('maga-', 'maga'), ('Parliamen-', 'Parliamen'), ('same--', 'same-'), ('--but', '-but'), ('at-', 'at'), ('flei-', 'flei'), ('Madi-', 'Madi'), ('-', ''), ('flex-', 'flex'), ('Nov-', 'Nov'), ('se-ction-', 'se-ction'), ('Act-of--Oct-', 'Act-of--Oct'), ('meet-', 'meet'), ('semi-month-', 'semi-month'), ('relating--', 'relating-'), ('Glen-', 'Glen'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('recoinmen-', 'recoinmen'), ('--', '-'), ('--', '-'), ('--', '-')]
PUR19191225-V19-20-page3.txt: [('-is', 'is'), ('fam-', 'fam'), ('interest-', 'interest'), ('sec-', 'sec'), ('-', ''), ('"Watch-', '"Watch'), ('Decem-', 'Decem'), ('par-', 'par'), ('-This', 'This')]
PUR19191225-V19-20-page4.txt: [('peo-', 'peo'), ('Him-', 'Him')]
PUR19191225-V19-20-page5.txt: [('re-', 're'), ('old-', 'old'), ('num-', 'num'), ('-at', 'at'), ('measure-', 'measure')]
PUR19191225-V19-20-page6.txt: [('-', ''), ('-', ''), ('-of', 'of'), ('-', ''), ('-too', 'too')]
PUR19191225-V19-20-page7.txt: [('de-', 'de'), ('"Watch-', '"Watch'), ('home-', 'home'), ('in--', 'in-'), ("'-", "'"), ('lit-', 'lit'), ('-and', 'and'), ('stu-', 'stu'), ('un-', 'un'), ('address-', 'address'), ('-', ''), ('-year', 'year')]
PUR19191225-V19-20-page8.txt: [('ex-', 'ex'), ('Con-', 'Con'), ('suc-', 'suc')]
PUR19200101-V19-21-page1.txt: [('dis-', 'dis'), ('instru-', 'instru'), ('sur-', 'sur'), ('mis-', 'mis')]
PUR19200101-V19-21-page2.txt: [('va-', 'va'), ('adver-', 'adver'), ('im-', 'im'), ('min-', 'min'), ('influ-', 'influ'), ('newspa-', 'newspa'), ('synop-', 'synop'), ('Ad-', 'Ad'), ('sy-', 'sy'), ('-word', 'word'), ('-', ''), ('-', ''), ('-', ''), ('ex-', 'ex'), ('profession-', 'profession'), ('-V', 'V'), ('-', ''), ('Glen-', 'Glen')]
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PUR19200101-V19-21-page4.txt: [('lan-', 'lan'), ('them-', 'them'), ('-waapa-aar-ap"apineenra.a.re-w-vayssa', 'waapa-aar-ap"apineenra.a.re-w-vayssa'), ('as-', 'as'), ('hope-', 'hope'), ('Re-', 'Re'), ('pray-', 'pray'), ('gratify-', 'gratify'), ('en-', 'en'), ('Je-', 'Je'), ('Sabbath-', 'Sabbath'), ('Deci-', 'Deci')]
PUR19200101-V19-21-page5.txt: [('---', '--'), ('peo-', 'peo'), ('colpor-', 'colpor'), ('enjoy-', 'enjoy'), ('hun-', 'hun')]
PUR19200101-V19-21-page6.txt: [('mo-', 'mo'), ('-', ''), ('considera-', 'considera'), ('ques-', 'ques'), ('be-', 'be')]
PUR19200101-V19-21-page7.txt: [('expe-', 'expe'), ('Pat-', 'Pat'), ('sympathiz-', 'sympathiz'), ('un-', 'un'), ('wonder-', 'wonder'), ('daugh-', 'daugh'), ('An-', 'An'), ("'Dins-", "'Dins"), ('Blooming-', 'Blooming'), ('-', ''), ('-', ''), ('-year', 'year'), ('to-', 'to'), ('educa-', 'educa'), ('Fer-', 'Fer')]
PUR19200101-V19-21-page8.txt: [('Fri-', 'Fri'), ('oth-', 'oth'), ('mis-', 'mis'), ('re-', 're'), ('Broth-', 'Broth'), ('Hol-', 'Hol'), ('"stick-to-', '"stick-to'), ('--------', '-------'), ('hard-', 'hard'), ('of-', 'of'), ('Thirty-', 'Thirty'), ('inter-', 'inter'), ('be-', 'be'), ('attend-', 'attend'), ('pros-', 'pros'), ('else-', 'else')]
PUR19200108-V19-22-page1.txt: [('Colo-', 'Colo'), ('therefore--', 'therefore-'), ('enter-', 'enter'), ('ar-', 'ar'), ('No-', 'No'), ('Confer-', 'Confer'), ('further--', 'further-'), ('Con-', 'Con'), ('Con-', 'Con'), ('-', ''), ('bear-', 'bear')]
PUR19200108-V19-22-page2.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('meeting.-', 'meeting.'), ('-', ''), ('le-', 'le'), ('kind-', 'kind'), ('PUB-', 'PUB'), ('Eng-', 'Eng')]
PUR19200108-V19-22-page3.txt: [('-Nev.', 'Nev.'), ('re-', 're')]
PUR19200108-V19-22-page4.txt: [('af-', 'af'), ('fi-', 'fi'), ('Sab-', 'Sab'), ('meet-', 'meet'), ('be-', 'be'), ('dur-', 'dur'), ('Califor-', 'Califor'), ('peo-', 'peo'), ('Sis-', 'Sis')]
PUR19200108-V19-22-page5.txt: [('build-', 'build'), ('DEDI-', 'DEDI'), ('-', ''), ('volun-', 'volun')]
PUR19200108-V19-22-page6.txt: [('un-', 'un'), ('sup-', 'sup'), ('cer-', 'cer'), ('be-', 'be'), ('un-', 'un'), ('-Luke', 'Luke'), ('suc-', 'suc'), ('-o', 'o'), ('in-', 'in')]
PUR19200108-V19-22-page7.txt: [('As-', 'As'), ('de-', 'de'), ('Presi-', 'Presi'), ('-', ''), ('fam-', 'fam'), ('-', ''), ('Sani-', 'Sani'), ('help-', 'help'), ('-', ''), ('-', ''), ('-Agents', 'Agents'), ('Fran-', 'Fran'), ('depend-', 'depend'), ('-', '')]
PUR19200108-V19-22-page8.txt: [('hav-', 'hav'), ('here-', 'here'), ('clean-', 'clean'), ('appear-', 'appear'), ('Breth-', 'Breth'), ('cal-', 'cal')]
PUR19200115-V19-23-page1.txt: [('fig-', 'fig'), ('re-', 're'), ('-', ''), ('-', ''), ('co-oper-', 'co-oper'), ('-', ''), ('-', ''), ('breth-', 'breth'), ('Mem-', 'Mem'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
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PUR19200115-V19-23-page3.txt: [('PUB-', 'PUB'), ('vis-', 'vis'), ('con-', 'con'), ('relig-', 'relig'), ('op-', 'op'), ('ar-', 'ar'), ('ree-', 'ree'), ('ad-', 'ad'), ('-cent', 'cent'), ('c-', 'c'), ('ka"na-', 'ka"na'), ('""t"-', '""t"'), ('mem-', 'mem')]
PUR19200115-V19-23-page4.txt: [('superin-', 'superin'), ('-Spirit', 'Spirit'), ('co-opera-', 'co-opera'), ('em-', 'em'), ('be-', 'be'), ('dis-', 'dis'), ('Ingather-', 'Ingather')]
PUR19200115-V19-23-page5.txt: [('pu-', 'pu'), ('In-', 'In'), ('-', ''), ('superintend-', 'superintend'), ('Pa-', 'Pa'), ('pre-', 'pre'), ('sup-', 'sup'), ('peo-', 'peo'), ('A-', 'A'), ('prom-', 'prom'), ('-', ''), ('---', '--'), ('-', '')]
PUR19200115-V19-23-page6.txt: [('-', ''), ('-by', 'by'), ('SALES-', 'SALES'), ('fol-', 'fol'), ('re-', 're'), ('op-', 'op'), ('-in', 'in')]
PUR19200115-V19-23-page7.txt: [('-', ''), ('Prin-', 'Prin'), ('self-', 'self'), ('-', ''), ('ad-', 'ad'), ('op-', 'op'), ('hydro-', 'hydro'), ('-', ''), ('-', ''), ('an-', 'an'), ('adop-', 'adop'), ('assur-', 'assur'), ('-', ''), ('hus-', 'hus')]
PUR19200115-V19-23-page8.txt: [('Soul-', 'Soul'), ('hay-', 'hay'), ('-muro', 'muro'), ('r-', 'r'), ('pub-', 'pub'), ('work-', 'work'), ('an-', 'an'), ('the.-', 'the.'), ('fas-', 'fas')]
PUR19200122-V19-24-page1.txt: [('-----', '----'), ('-', ''), ('POST-', 'POST'), ('Pa-', 'Pa'), ('ful-', 'ful')]
PUR19200122-V19-24-page2.txt: [('giv-', 'giv'), ('rec-', 'rec'), ('-', ''), ('-', ''), ('-', ''), ('Oct-', 'Oct')]
PUR19200122-V19-24-page3.txt: [('-"', '"'), ('instruc-', 'instruc'), ('under-', 'under'), ('provid-', 'provid'), ('of-', 'of'), ('-', '')]
PUR19200122-V19-24-page4.txt: [('subscrip-', 'subscrip')]
PUR19200122-V19-24-page5.txt: [('Mexi-', 'Mexi'), ('at-', 'at'), ('-o', 'o'), ('work-', 'work'), ('An-', 'An'), ('sup-', 'sup'), ('conven-', 'conven'), ('faith-', 'faith'), ('vol--', 'vol-'), ('o--', 'o-'), ('-', '')]
PUR19200122-V19-24-page6.txt: [('PUB-', 'PUB'), ('an-', 'an'), ('eon-', 'eon'), ('ac-', 'ac'), ('gen-', 'gen'), ('-very', 'very')]
PUR19200122-V19-24-page7.txt: [('-t', 't'), ('chil-', 'chil'), ('ac-', 'ac'), ('com-', 'com'), ('-', ''), ('-', ''), ('pres-', 'pres'), ('ad-', 'ad'), ('re-', 're'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200122-V19-24-page8.txt: [('ad-', 'ad'), ('CIar-', 'CIar'), ('ad-', 'ad'), ('Sev-', 'Sev'), ('elect-', 'elect'), ('-', ''), ('"Re-', '"Re'), ('en-', 'en')]
PUR19200129-V19-25-page1.txt: [('Isa-', 'Isa'), ('import-', 'import')]
PUR19200129-V19-25-page2.txt: [('teach-', 'teach'), ('mem-', 'mem'), ('de-', 'de'), ('fin-', 'fin'), ('SOCIETIES-', 'SOCIETIES'), ('de-', 'de'), ('prom-', 'prom'), ('transgres-', 'transgres'), ('commis-', 'commis'), ('employ-', 'employ'), ('work--', 'work-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Oct-', 'Oct')]
PUR19200129-V19-25-page3.txt: [('le-', 'le'), ('bus-', 'bus'), ('PUB-', 'PUB'), ('associa-', 'associa'), ('Is-', 'Is'), ('scat-', 'scat')]
PUR19200129-V19-25-page4.txt: [('-', ''), ('con-', 'con'), ('Responsi-', 'Responsi'), ('Teach-', 'Teach'), ('de-', 'de'), ('val-', 'val'), ('mission-', 'mission'), ('pot-', 'pot'), ('mili-', 'mili'), ('look-', 'look'), ('so-', 'so'), ('suggest-', 'suggest')]
PUR19200129-V19-25-page5.txt: [('be-', 'be'), ('swift-', 'swift'), ('be-', 'be'), ('faith-', 'faith'), ('medi-', 'medi')]
PUR19200129-V19-25-page6.txt: [('MIS-', 'MIS'), ('do-', 'do'), ('-o', 'o'), ('MISSION-', 'MISSION'), ('liter-', 'liter'), ('larg-', 'larg'), ('deep-grow-', 'deep-grow'), ('mis-', 'mis'), ('earn-', 'earn')]
PUR19200129-V19-25-page7.txt: [('-', ''), ('sal-', 'sal'), ('elec-', 'elec'), ('-', ''), ('Ire-', 'Ire'), ('en-', 'en'), ('Ire-', 'Ire'), ('-', ''), ('-', ''), ('ref-', 'ref'), ('-', ''), ('-', ''), ('-', ''), ('elec-', 'elec'), ('-t', 't')]
PUR19200129-V19-25-page8.txt: [('hus-', 'hus'), ('im-', 'im'), ('mak-', 'mak'), ('Clar-', 'Clar'), ('be-', 'be'), ('es-', 'es'), ('neces-', 'neces'), ('post-', 'post'), ('re-', 're'), ('wel-', 'wel'), ('ma-', 'ma')]
PUR19200205-V19-26-page1.txt: [('-goal', 'goal'), ('cam-', 'cam'), ('-', ''), ('-', ''), ('Mem-', 'Mem')]
PUR19200205-V19-26-page2.txt: [('ad-', 'ad'), ('infringe-', 'infringe'), ('WANTED-', 'WANTED'), ('an-', 'an'), ('circula-', 'circula'), ('Associa-', 'Associa'), ('so-', 'so'), ('ex-', 'ex'), ('building--', 'building-'), ('gen-', 'gen'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200205-V19-26-page3.txt: [('dur-', 'dur'), ('de-', 'de'), ('""rA.P."-', '""rA.P."'), ('-', ''), ('se-', 'se'), ('effi-', 'effi'), ('eon-', 'eon')]
PUR19200205-V19-26-page4.txt: [('car-', 'car'), ('li-', 'li'), ('sat-', 'sat'), ('pur-', 'pur'), ('cer-', 'cer'), ('Cot-', 'Cot'), ('car-', 'car')]
PUR19200205-V19-26-page5.txt: [('re-', 're'), ('an-', 'an'), ('ex-', 'ex'), ('-whole', 'whole'), ('--', '-'), ('dis-', 'dis')]
PUR19200205-V19-26-page6.txt: [('of-', 'of'), ('Sand-', 'Sand'), ('regu-', 'regu'), ('hand-', 'hand'), ('insti-', 'insti'), ('ex-', 'ex'), ('great-', 'great'), ('cam-', 'cam')]
PUR19200205-V19-26-page7.txt: [('sup-', 'sup'), ('pa-', 'pa'), ('ref-', 'ref'), ('pres-', 'pres'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('poul-', 'poul'), ('-t', 't')]
PUR19200205-V19-26-page8.txt: [('Confer-', 'Confer'), ('busi-', 'busi'), ('Veter-', 'Veter'), ('re-', 're'), ('secretary-', 'secretary'), ('Ray-', 'Ray'), ('Marga-', 'Marga'), ('ses-', 'ses'), ('Con-', 'Con'), ('accord-', 'accord')]
PUR19200212-V19-27-page1.txt: [('at-', 'at'), ('Confer-', 'Confer')]
PUR19200212-V19-27-page2.txt: [('news-', 'news'), ('ses-', 'ses'), ('num-', 'num'), ('en-', 'en'), ('elect-', 'elect'), ('-', ''), ('-', ''), ('-', ''), ('cor-', 'cor'), ('ad-', 'ad')]
PUR19200212-V19-27-page3.txt: [('tem-', 'tem')]
PUR19200212-V19-27-page4.txt: [('member-', 'member'), ('sub-', 'sub'), ('daugh-', 'daugh'), ('in-', 'in'), ('-Day', 'Day'), ('un-', 'un')]
PUR19200212-V19-27-page5.txt: [('com-', 'com'), ('Hay-', 'Hay'), ('In-', 'In'), ('mak-', 'mak'), ('Woes-', 'Woes'), ('car-', 'car'), ('THERING-', 'THERING'), ('confer-', 'confer'), ('Eng-', 'Eng'), ('fif-', 'fif'), ('"Record-', '"Record'), ('pa-', 'pa'), ('No-', 'No'), ('op-', 'op')]
PUR19200212-V19-27-page6.txt: [('bus-', 'bus'), ('-', ''), ('Inter-Moun-', 'Inter-Moun'), ('kill-', 'kill'), ('faith-', 'faith'), ('em-', 'em'), ('gen-', 'gen'), ('assur-', 'assur'), ('hav-', 'hav'), ('fu-', 'fu')]
PUR19200212-V19-27-page7.txt: [('-', ''), ('Sev-', 'Sev'), ('-t', 't'), ('-', ''), ('-', ''), ('-', '')]
PUR19200212-V19-27-page8.txt: [('Con-', 'Con'), ('Advent-', 'Advent'), ('bap-', 'bap'), ('im-', 'im'), ('pre-', 'pre'), ('av-', 'av'), ('Pa-', 'Pa'), ('GLEN-', 'GLEN'), ('so-', 'so'), ('offer-', 'offer'), ('avow-', 'avow'), ('sur-', 'sur')]
PUR19200226-V19-28-page1.txt: [('Seventh-', 'Seventh'), ('Califor-', 'Califor'), ('prac-', 'prac'), ('Pa-', 'Pa'), ('McEl-', 'McEl'), ('Ed-', 'Ed')]
PUR19200226-V19-28-page10.txt: [('rec-', 'rec'), ('be-', 'be'), ('lead-', 'lead')]
PUR19200226-V19-28-page11.txt: [('responsi-', 'responsi'), ('self-sacri-', 'self-sacri'), ('con-', 'con'), ('Gen-', 'Gen'), ('per-', 'per'), ('be-', 'be'), ('re-', 're'), ('Pa-', 'Pa'), ('Con-', 'Con'), ('-', ''), ('-', ''), ('com-', 'com')]
PUR19200226-V19-28-page12.txt: [('MISSION-', 'MISSION'), ('-into', 'into'), ('per-', 'per'), ('-o', 'o')]
PUR19200226-V19-28-page2.txt: [('at-', 'at'), ('of-', 'of'), ('--', '-'), ('lo-', 'lo'), ('for-', 'for'), ('Lind-', 'Lind'), ('Fa-', 'Fa'), ('mem-', 'mem'), ('se-', 'se'), ('sub-', 'sub'), ('im-', 'im'), ('-the', 'the')]
PUR19200226-V19-28-page3.txt: [('con-', 'con'), ('confer-', 'confer'), ('train-', 'train'), ('teach-', 'teach'), ('physi-', 'physi'), ('as-', 'as'), ('chn-', 'chn')]
PUR19200226-V19-28-page4.txt: [('Pacific-', 'Pacific'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200226-V19-28-page5.txt: [('un-', 'un'), ('com-', 'com')]
PUR19200226-V19-28-page6.txt: [('Assssocia-', 'Assssocia'), ('Ac-', 'Ac'), ('com-', 'com')]
PUR19200226-V19-28-page7.txt: [('-', '')]
PUR19200226-V19-28-page8.txt: [('Fernan-', 'Fernan'), ('out-', 'out'), ('-', ''), ('Member-', 'Member'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Every-', 'Every'), ('-', ''), ('-', '')]
PUR19200304-V19-29-page1.txt: [('--four', '-four'), ('statis-', 'statis')]
PUR19200304-V19-29-page10.txt: [('Tuc-', 'Tuc'), ('sev-', 'sev'), ('in-', 'in'), ('Je-', 'Je'), ('ac-', 'ac'), ('Chris-', 'Chris'), ('Cal-', 'Cal'), ('-', '')]
PUR19200304-V19-29-page11.txt: [('-t', 't'), ('paint-', 'paint'), ('pre-', 'pre'), ('-', ''), ('mar-', 'mar'), ('MISSION-', 'MISSION'), ('un-', 'un'), ('ex-', 'ex'), ('-', ''), ('ad-', 'ad'), ('San-', 'San'), ('Glen-', 'Glen'), ('-', ''), ('stand-', 'stand'), ('employ-', 'employ'), ('Seventh-', 'Seventh'), ('-', ''), ('wo-', 'wo'), ('-', ''), ('-', ''), ('-', '')]
PUR19200304-V19-29-page12.txt: [('ad-', 'ad'), ('Emer-', 'Emer'), ('Secretary--', 'Secretary-'), ('re-', 're'), ('Cali-', 'Cali'), ('lib-', 'lib'), ('Sani-', 'Sani'), ('Confer-', 'Confer'), ('South--', 'South-'), ('Southeast-', 'Southeast'), ('at-', 'at'), ('Spiritism--', 'Spiritism-'), ('Confer-', 'Confer'), ('men-', 'men')]
PUR19200304-V19-29-page2.txt: [('dis-', 'dis'), ('con-', 'con'), ('publish-', 'publish'), ('min-', 'min'), ('obser-', 'obser'), ('mat-', 'mat'), ('pre-', 'pre'), ('Ne-', 'Ne'), ('ed-', 'ed')]
PUR19200304-V19-29-page3.txt: [('long-', 'long'), ('mini-', 'mini'), ('num-', 'num'), ('pub-', 'pub'), ('sal-', 'sal'), ('re-', 're'), ('--from', '-from'), ('fa.-', 'fa.'), ('spe-', 'spe')]
PUR19200304-V19-29-page4.txt: [('broad-', 'broad'), ('-', ''), ('co-oper-', 'co-oper'), ('com-', 'com'), ('stu-', 'stu')]
PUR19200304-V19-29-page5.txt: [('-', ''), ('-', ''), ('convic-', 'convic'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('make-', 'make'), ('at-', 'at'), ('--have', '-have'), ('elemen-', 'elemen'), ('depart-', 'depart'), ('Gen-', 'Gen'), ('com-', 'com'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('in-', 'in'), ('-', ''), ('-', ''), ('work-', 'work'), ('-', ''), ('-', '')]
PUR19200304-V19-29-page6.txt: [('Sab-', 'Sab'), ('hun-', 'hun'), ('mem-', 'mem'), ('-', ''), ('satis-', 'satis'), ('un-', 'un'), ('in-', 'in'), ('Inter-', 'Inter'), ('difficul-', 'difficul'), ('de-', 'de')]
PUR19200304-V19-29-page7.txt: [('Confer-', 'Confer'), ('-safe', 'safe'), ('re-', 're'), ('meet-', 'meet'), ('De-', 'De'), ('thank-', 'thank'), ('vol-', 'vol'), ('organiza-', 'organiza'), ('quad-', 'quad'), ('Confer-', 'Confer'), ('confer-', 'confer')]
PUR19200304-V19-29-page8.txt: [('-', ''), ('-', ''), ('mission-', 'mission')]
PUR19200304-V19-29-page9.txt: [('in-', 'in'), ('Confer-', 'Confer'), ('grati-', 'grati'), ('ren-', 'ren')]
PUR19200311-V19-30-page1.txt: [('min.-', 'min.'), ('vis-', 'vis'), ('com-', 'com'), ('-our', 'our'), ('Bechuana-', 'Bechuana'), ('Basuto-', 'Basuto'), ('twen-', 'twen'), ('re-', 're')]
PUR19200311-V19-30-page2.txt: [('"Howev-', '"Howev'), ('call-', 'call'), ('com-', 'com'), ('Surren-', 'Surren'), ('Sab-', 'Sab'), ('-', ''), ('Cur-', 'Cur'), ('vicin-', 'vicin'), ('Oct-', 'Oct')]
PUR19200311-V19-30-page3.txt: [('consist-', 'consist'), ('organ-', 'organ'), ('earn-', 'earn'), ('mis-', 'mis')]
PUR19200311-V19-30-page4.txt: [('instru-', 'instru'), ('-wvow."', 'wvow."'), ('-Av.', 'Av.'), ("'Wwv-", "'Wwv"), ('-kiwe\'v\'nr"-v', 'kiwe\'v\'nr"-v'), ('dis-', 'dis'), ('ani-', 'ani'), ('vivisec-', 'vivisec'), ('-', ''), ('-', ''), ('ar-', 'ar'), ('fill-', 'fill'), ('pa-', 'pa'), ('be-', 'be'), ('Samari-', 'Samari'), ('oppor-', 'oppor'), ('ad-', 'ad'), ('dis-', 'dis')]
PUR19200311-V19-30-page5.txt: [('writ-', 'writ'), ('aver-', 'aver'), ('DE-', 'DE'), ('in-', 'in'), ('even-', 'even'), ('meet-', 'meet')]
PUR19200311-V19-30-page6.txt: [('reward-', 'reward'), ('Ana-', 'Ana'), ('Revela-', 'Revela'), ('thirty-', 'thirty'), ('Re-', 'Re')]
PUR19200311-V19-30-page7.txt: [('con-', 'con'), ('repu-', 'repu'), ('Mes-', 'Mes'), ('-The', 'The'), ('un-', 'un'), ('ad-', 'ad'), ('Price-', 'Price'), ('Sev-', 'Sev'), ('lum-', 'lum'), ('Thompson-', 'Thompson'), ('-', ''), ('-', ''), ('-', ''), ('stand-', 'stand'), ('employ.-', 'employ.'), ('-', ''), ('-iheerful', 'iheerful'), ('liv-', 'liv')]
PUR19200311-V19-30-page8.txt: [('mem-', 'mem'), ('Sab-', 'Sab')]
PUR19200318-V19-31-page1.txt: [('con-', 'con'), ('them-', 'them'), ('intro-', 'intro')]
PUR19200318-V19-31-page2.txt: [('Cal-', 'Cal'), ('Nov-', 'Nov')]
PUR19200318-V19-31-page3.txt: [('fin-', 'fin'), ('tal-', 'tal'), ('bas-', 'bas'), ('mission-', 'mission'), ('be-', 'be')]
PUR19200318-V19-31-page4.txt: [('al-', 'al'), ('re-', 're'), ('sym-', 'sym')]
PUR19200318-V19-31-page5.txt: [('salesman-', 'salesman'), ('-----', '----'), ('Ari-', 'Ari'), ('suc-', 'suc'), ('Cal-', 'Cal'), ('har-', 'har')]
PUR19200318-V19-31-page6.txt: [('im-', 'im'), ('An-', 'An'), ('-', '')]
PUR19200318-V19-31-page7.txt: [('privil-', 'privil'), ('pre-', 'pre'), ('foun-', 'foun'), ('Advent-', 'Advent'), ('Per-', 'Per'), ('-', ''), ('Sanitar-', 'Sanitar'), ('orchard-', 'orchard'), ('un-', 'un')]
PUR19200318-V19-31-page8.txt: [('re-', 're'), ('prin-', 'prin'), ('Sani-', 'Sani'), ('Member-', 'Member'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200325-V19-32-page1.txt: [('af-', 'af'), ('denomina-', 'denomina'), ('-', ''), ('va-', 'va'), ('pre-', 'pre'), ('incapaci-', 'incapaci'), ('stu-', 'stu'), ('fa-', 'fa')]
PUR19200325-V19-32-page2.txt: [('ad-', 'ad'), ('precept-', 'precept'), ('-', ''), ('-', ''), ('-', '')]
PUR19200325-V19-32-page3.txt: [('-', ''), ('con-', 'con'), ('labor-', 'labor')]
PUR19200325-V19-32-page4.txt: [('C-', 'C'), ('crea-', 'crea'), ('com-', 'com'), ('vol-', 'vol'), ('self-de-', 'self-de')]
PUR19200325-V19-32-page6.txt: [('en-', 'en'), ('seri-', 'seri'), ('de-', 'de'), ('connec-', 'connec'), ('truth-', 'truth'), ('num-', 'num')]
PUR19200325-V19-32-page7.txt: [('un-', 'un'), ('pres-', 'pres'), ('mar-', 'mar'), ('liv-', 'liv'), ('Moun-', 'Moun'), ('Eng-', 'Eng'), ('paint-', 'paint'), ('John-', 'John')]
PUR19200325-V19-32-page8.txt: [('ca-', 'ca'), ('de-', 'de'), ('acad-', 'acad'), ('Sani-', 'Sani'), ('commit-', 'commit'), ('McEl-', 'McEl'), ('Pa-', 'Pa'), ('Spe-', 'Spe')]
PUR19200401-V19-33-page1.txt: [('meet-', 'meet'), ('Coun-', 'Coun'), ('recommend-', 'recommend')]
PUR19200401-V19-33-page2.txt: [('--this', '-this'), ('Thur-', 'Thur'), ('-', ''), ('-', ''), ('-', ''), ('Oct-', 'Oct')]
PUR19200401-V19-33-page3.txt: [('-"t""W-Vont.fwv', '"t""W-Vont.fwv'), ('V-', 'V'), ('-enter', 'enter'), ('gener-', 'gener'), ('di-', 'di'), ('vol-', 'vol'), ('stretch-', 'stretch'), ('Spir-', 'Spir'), ('sud-', 'sud')]
PUR19200401-V19-33-page4.txt: [('presi-', 'presi'), ('ex-', 'ex'), ('Ma-', 'Ma'), ('chil-', 'chil'), ('talk-', 'talk')]
PUR19200401-V19-33-page5.txt: [('great-', 'great'), ('eight-', 'eight'), ('Span-', 'Span'), ('en-', 'en')]
PUR19200401-V19-33-page6.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('di-', 'di'), ('lawless-', 'lawless'), ('To-', 'To'), ('as-', 'as')]
PUR19200401-V19-33-page7.txt: [('linger-', 'linger'), ('children-', 'children'), ('as-', 'as'), ('Sebasto-', 'Sebasto')]
PUR19200401-V19-33-page8.txt: [('Wal-', 'Wal'), ('necessi-', 'necessi'), ('prog-', 'prog'), ('El-', 'El'), ('veri-', 'veri'), ('of-', 'of'), ('be-', 'be'), ('ex-', 'ex'), ('is-', 'is'), ('Confer-', 'Confer'), ('assist-', 'assist'), ('be-', 'be'), ('Pa-', 'Pa')]
PUR19200408-V19-34-page1.txt: [('-', ''), ('e--', 'e-'), ('ar-', 'ar'), ('conven-', 'conven'), ('mis-', 'mis'), ('col-', 'col')]
PUR19200408-V19-34-page2.txt: [('com-', 'com'), ('terri-', 'terri'), ('-', ''), ('re-', 're'), ('-', ''), ('-', ''), ('-', ''), ('Oct-', 'Oct')]
PUR19200408-V19-34-page3.txt: [('-only', 'only'), ('-wn..', 'wn..'), ('spe-', 'spe'), ('-cent', 'cent')]
PUR19200408-V19-34-page5.txt: [('read-', 'read'), ('ef-', 'ef'), ('ex-', 'ex'), ('is-', 'is'), ('in-', 'in'), ('-', '')]
PUR19200408-V19-34-page6.txt: [('-inch', 'inch'), ('daugh-', 'daugh')]
PUR19200408-V19-34-page7.txt: [('Pet-', 'Pet'), ('lov-', 'lov'), ('un-', 'un')]
PUR19200408-V19-34-page8.txt: [('Address-', 'Address'), ('Emer-', 'Emer'), ('Auditor-', 'Auditor'), ('Secretary-', 'Secretary'), ('-S.', 'S.'), ('Secretary-', 'Secretary'), ('ren-', 'ren'), ('mead-', 'mead'), ('north-', 'north'), ('-', ''), ('"trans-', '"trans'), ('conscious-', 'conscious')]
PUR19200415-V19-35-page1.txt: [('-', ''), ('com-', 'com'), ('un-', 'un'), ('re-', 're'), ('pub-', 'pub'), ('-o-o-k.', 'o-o-k.')]
PUR19200415-V19-35-page2.txt: [('--"Great', '-"Great'), ('organ-', 'organ'), ('evan-', 'evan'), ('con-', 'con'), ('grad-', 'grad'), ('-', ''), ('-', ''), ('-', ''), ('Confer-', 'Confer'), ('confer-', 'confer'), ('corre-', 'corre')]
PUR19200415-V19-35-page3.txt: [('An-', 'An'), ('"Euro-', '"Euro'), ('chiI-', 'chiI'), ('dis-', 'dis'), ('peo-', 'peo'), ('bun-', 'bun'), ('Ap-', 'Ap'), ('"Clini-', '"Clini'), ('"Physi-', '"Physi'), ('Lectur-', 'Lectur'), ('Sanitar-', 'Sanitar')]
PUR19200415-V19-35-page4.txt: [('-', ''), ('w-', 'w'), ('v-iwn.-', 'v-iwn.'), ('-', ''), ('-', ''), ('-a', 'a'), ('-', ''), ('earn.-', 'earn.'), ('Sab-', 'Sab'), ('--', '-'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('con-', 'con'), ('great-', 'great'), ('de-', 'de'), ('encour-', 'encour'), ('know-', 'know'), ('plan-', 'plan'), ('-', '')]
PUR19200415-V19-35-page5.txt: [('Sab-', 'Sab'), ('Taft-', 'Taft'), ('re-', 're'), ('Gus-', 'Gus'), ('colpor-', 'colpor'), ('ex-', 'ex'), ('one-', 'one'), ('Pub-', 'Pub'), ('Wed-', 'Wed')]
PUR19200415-V19-35-page6.txt: [('ex-', 'ex'), ('con-', 'con'), ('mem-', 'mem'), ('cents-', 'cents'), ('en-', 'en'), ('pre-', 'pre'), ('JEN-', 'JEN')]
PUR19200415-V19-35-page7.txt: [('-', ''), ('-t', 't'), ('-', ''), ('-', ''), ('in-', 'in'), ('child-', 'child'), ('to-', 'to'), ('living.-', 'living.'), ('re-', 're')]
PUR19200415-V19-35-page8.txt: [('con-', 'con'), ('ser-', 'ser'), ('af-', 'af'), ('-the', 'the'), ('Expo-', 'Expo'), ('pres-', 'pres'), ('reconse-', 'reconse')]
PUR19200422-V19-36-page1.txt: [('Ad-', 'Ad'), ('there-', 'there'), ('secre-', 'secre'), ('Moun-', 'Moun')]
PUR19200422-V19-36-page2.txt: [('com-', 'com'), ('meet-', 'meet'), ('Bartrtion-', 'Bartrtion'), ('-Editor', 'Editor'), ('-', ''), ('tpoorOcgt-', 'tpoorOcgt')]
PUR19200422-V19-36-page3.txt: [('CON-', 'CON'), ('re-', 're'), ('tak-', 'tak'), ('peo-', 'peo'), ('be-', 'be'), ('-o', 'o')]
PUR19200422-V19-36-page4.txt: [('Pub-', 'Pub'), ('-', ''), ('Pol-', 'Pol'), ('les-', 'les'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200422-V19-36-page5.txt: [('informa-', 'informa'), ('distrib-', 'distrib'), ('-', '')]
PUR19200422-V19-36-page6.txt: [('in-', 'in'), ('"Spir-', '"Spir'), ('teach-', 'teach'), ('fail-', 'fail'), ('chil-', 'chil'), ('Egyp-', 'Egyp'), ('McRey-', 'McRey'), ('Pat-', 'Pat')]
PUR19200422-V19-36-page7.txt: [('subscrip-', 'subscrip'), ('-t', 't'), ('mis-', 'mis'), ('vis-', 'vis'), ('for-', 'for'), ('-in', 'in'), ('me-', 'me'), ('-', ''), ('-', '')]
PUR19200422-V19-36-page8.txt: [('Cali-', 'Cali'), ('excel-', 'excel'), ('attend-', 'attend'), ('con-', 'con'), ('-', ''), ('-', ''), ("'Nevada------", "'Nevada-----"), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200429-V19-37-page1.txt: [('col-', 'col'), ('prac-', 'prac')]
PUR19200429-V19-37-page2.txt: [('-UNION', 'UNION'), ('inform-', 'inform'), ('lit-', 'lit'), ('stulti-', 'stulti'), ('pro-', 'pro'), ('be-', 'be'), ('oc-', 'oc'), ('news-', 'news'), ('-', ''), ('-', ''), ('oth-', 'oth')]
PUR19200429-V19-37-page3.txt: [('im-', 'im'), ('bless-', 'bless'), ('at-', 'at'), ('Mas-', 'Mas')]
PUR19200429-V19-37-page4.txt: [('organ-', 'organ'), ('suf-', 'suf'), ('confer-', 'confer')]
PUR19200429-V19-37-page5.txt: [('or-', 'or'), ('CORPOR-', 'CORPOR'), ('con-', 'con'), ('Stock-', 'Stock'), ('SEV-', 'SEV'), ('with-', 'with'), ('--in', '-in'), ('aggres-', 'aggres'), ('--', '-'), ('pre-', 'pre'), ('of-', 'of')]
PUR19200429-V19-37-page6.txt: [('con-', 'con'), ('instruc-', 'instruc'), ('mem-', 'mem'), ('dedi-', 'dedi'), ('Confer-', 'Confer')]
PUR19200429-V19-37-page7.txt: [('Adven-', 'Adven'), ('re-', 're'), ('al-', 'al'), ('moth-', 'moth'), ('mov-', 'mov'), ('aft-', 'aft'), ('ad-', 'ad'), ('-Position', 'Position'), ('giv-', 'giv')]
PUR19200429-V19-37-page8.txt: [('Mc-', 'Mc'), ('Sis-', 'Sis'), ('ac-', 'ac'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200506-V19-38-page1.txt: [('faith-', 'faith'), ('con-', 'con'), ('de-', 'de'), ('peo-', 'peo')]
PUR19200506-V19-38-page2.txt: [('read-', 'read'), ('-Price', 'Price'), ('them-', 'them'), ('ab-', 'ab'), ('-', ''), ('-', ''), ('-', '')]
PUR19200506-V19-38-page3.txt: [('Mc-', 'Mc'), ('sub-', 'sub'), ('-', ''), ('-', ''), ('Spir-', 'Spir'), ('-Seen', 'Seen')]
PUR19200506-V19-38-page4.txt: [('-', ''), ('-"', '"'), ('opportuni-', 'opportuni'), ('anoth-', 'anoth'), ('apprecia-', 'apprecia'), ('individ-', 'individ')]
PUR19200506-V19-38-page5.txt: [('re-', 're'), ('con-', 'con'), ('let-', 'let'), ('ap-', 'ap')]
PUR19200506-V19-38-page6.txt: [('meet-', 'meet'), ('Sab-', 'Sab'), ('acade-', 'acade'), ('be-', 'be'), ('an-', 'an'), ('SEV-', 'SEV'), ('be-', 'be'), ('meet-', 'meet'), ('giv-', 'giv')]
PUR19200506-V19-38-page7.txt: [('-Emil', 'Emil'), ('---', '--'), ('un-', 'un'), ('Hos-', 'Hos'), ('-', ''), ('fol-', 'fol'), ('-', '')]
PUR19200506-V19-38-page8.txt: [('Oak-', 'Oak'), ('col-', 'col'), ('su-', 'su'), ('en-', 'en'), ('con-', 'con'), ('or-', 'or'), ('mis-', 'mis'), ('Ma-', 'Ma'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200513-V19-39-page2.txt: [('address-', 'address'), ('-finished', 'finished'), ('spec-', 'spec'), ('compris-', 'compris'), ('Nov-', 'Nov'), ('la-', 'la'), ('-', ''), ('-', ''), ('-', '')]
PUR19200513-V19-39-page3.txt: [('col-', 'col'), ('one-', 'one'), ('bap-', 'bap'), ('fu-', 'fu'), ('Peo-', 'Peo'), ('hold-', 'hold'), ('--all', '-all'), ('con-', 'con'), ('offer-', 'offer'), ('-', '')]
PUR19200513-V19-39-page4.txt: [('num-', 'num'), ('post-', 'post'), ('El-', 'El'), ('Li-', 'Li'), ('old-', 'old'), ('arch-en-', 'arch-en')]
PUR19200513-V19-39-page5.txt: [('bap-', 'bap'), ('des-', 'des'), ('SEV-', 'SEV'), ('teach-', 'teach')]
PUR19200513-V19-39-page6.txt: [('meet-', 'meet'), ('return-', 'return'), ('---', '--'), ('dread-', 'dread'), ('-', '')]
PUR19200513-V19-39-page7.txt: [('-', ''), ('mother-', 'mother'), ('bargain.-Twenty-', 'bargain.-Twenty'), ('-ye', 'ye'), ('An-', 'An'), ('Ad-', 'Ad'), ('-', ''), ('-', ''), ('pe-', 'pe'), ('hus-', 'hus')]
PUR19200513-V19-39-page8.txt: [('con-', 'con'), ('con-', 'con'), ('in-', 'in'), ('receiv-', 'receiv'), ('com-', 'com'), ('em-', 'em'), ('mat-', 'mat'), ('re-', 're'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('rap-', 'rap'), ('-', ''), ('-', ''), ('-', ''), ('si-', 'si'), ('mem-', 'mem'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200520-V19-40-page1.txt: [('follow-', 'follow'), ('Mem-', 'Mem'), ('par-', 'par'), ('Sab-', 'Sab'), ('neg-', 'neg'), ('three-', 'three'), ('rec-', 'rec'), ('reas-', 'reas'), ('num-', 'num'), ('sec-', 'sec')]
PUR19200520-V19-40-page2.txt: [('nec-', 'nec'), ('jeal-', 'jeal'), ('Member-', 'Member'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Col-', 'Col'), ('-', ''), ('-', ''), ('-', ''), ('Subscription-', 'Subscription'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Oct-', 'Oct')]
PUR19200520-V19-40-page3.txt: [('El-', 'El'), ('Ger-', 'Ger'), ('gar-', 'gar'), ("F'ER-", "F'ER"), ('tran-', 'tran')]
PUR19200520-V19-40-page4.txt: [('Vi-', 'Vi'), ('ap-', 'ap'), ('af-', 'af'), ('re-', 're'), ('re-', 're')]
PUR19200520-V19-40-page5.txt: [('organ-', 'organ')]
PUR19200520-V19-40-page6.txt: [('ex-', 'ex'), ('con-', 'con'), ('pil-', 'pil'), ('Cem-', 'Cem'), ('-', ''), ('Feb-', 'Feb'), ('Oak-', 'Oak'), ('hos-', 'hos')]
PUR19200520-V19-40-page7.txt: [('Metho-', 'Metho'), ('Reed-', 'Reed'), ('perman-', 'perman'), ('Ad-', 'Ad'), ('-', ''), ('-', ''), ('al-', 'al'), ('-', ''), ('remain-', 'remain'), ('-', ''), ('de-', 'de'), ('-', ''), ('-', '')]
PUR19200520-V19-40-page8.txt: [('public-', 'public'), ('bap-', 'bap'), ('hus-', 'hus'), ('fre-', 'fre'), ('influ-', 'influ'), ('subscrip-', 'subscrip'), ('church-', 'church'), ('yellow-tint-', 'yellow-tint'), ('thir-', 'thir'), ('Ben-', 'Ben'), ('un-', 'un'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200527-V19-41-page2.txt: [('ac-', 'ac'), ('-', ''), ('-', ''), ('-', ''), ('crowd-', 'crowd'), ('Nov-', 'Nov')]
PUR19200527-V19-41-page3.txt: [('in-', 'in'), ('number-', 'number'), ('--', '-'), ('rad-', 'rad')]
PUR19200527-V19-41-page4.txt: [('superin-', 'superin')]
PUR19200527-V19-41-page5.txt: [('add-', 'add'), ('-', ''), ('CONSTITU-', 'CONSTITU'), ('be-', 'be'), ('mis-', 'mis'), ('every-', 'every')]
PUR19200527-V19-41-page6.txt: [('sat-', 'sat'), ('pur-', 'pur'), ('An-', 'An'), ('dis-', 'dis'), ('-', ''), ('Loughbor-', 'Loughbor'), ('mem-', 'mem')]
PUR19200527-V19-41-page7.txt: [('by-', 'by'), ('-duty."', 'duty."'), ('-', ''), ('-', ''), ('in-', 'in'), ('four-', 'four'), ('-', ''), ('-', ''), ('pres-', 'pres'), ('Prin-', 'Prin')]
PUR19200527-V19-41-page8.txt: [('Hos-', 'Hos'), ('lead-', 'lead'), ('work-', 'work'), ('secretary-treas-', 'secretary-treas'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200603-V19-42-page1.txt: [('backslid-', 'backslid'), ('al-', 'al')]
PUR19200603-V19-42-page2.txt: [('Tung-', 'Tung'), ('Un-', 'Un'), ('-', ''), ('su-', 'su'), ('Train-', 'Train'), ('hold-', 'hold'), ('Oct-', 'Oct'), ('-', ''), ('-', ''), ('-', '')]
PUR19200603-V19-42-page3.txt: [('-', ''), ('..-', '..'), ('-', ''), ('-', ''), ('re-', 're'), ('-', ''), ('-', ''), ('-inh-Res', 'inh-Res'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('---ISIM', '--ISIM'), ('estab-', 'estab')]
PUR19200603-V19-42-page4.txt: [('-', ''), ('commis-', 'commis'), ('turn-', 'turn'), ('sud-', 'sud')]
PUR19200603-V19-42-page5.txt: [('school-', 'school'), ('-', ''), ('rep-', 'rep'), ('com-', 'com'), ('-', ''), ('-', ''), ('-tee', 'tee'), ('-', ''), ('-', '')]
PUR19200603-V19-42-page6.txt: [('-', ''), ('educa-', 'educa'), ('-cent-aweek', 'cent-aweek')]
PUR19200603-V19-42-page7.txt: [('-----', '----'), ('at-', 'at'), ('show-', 'show'), ('conduct-', 'conduct'), ('sev-', 'sev')]
PUR19200603-V19-42-page8.txt: [('-', ''), ('-', ''), ('bless-', 'bless'), ('sum-', 'sum'), ('Fran-', 'Fran'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200610-V19-43-page1.txt: [('-', ''), ('appre-', 'appre'), ('de-', 'de')]
PUR19200610-V19-43-page2.txt: [('pe-', 'pe'), ('twenty-', 'twenty'), ('intelli-', 'intelli'), ('at-', 'at'), ('re-', 're'), ('CON-', 'CON'), ('---', '--'), ('-', ''), ('-', ''), ('-', ''), ('al-', 'al'), ('Sab-', 'Sab'), ('Nov-', 'Nov')]
PUR19200610-V19-43-page3.txt: [('associa-', 'associa'), ('Dur-', 'Dur'), ('seat-', 'seat'), ('CONFER-', 'CONFER')]
PUR19200610-V19-43-page4.txt: [('plant-', 'plant'), ('ex-', 'ex')]
PUR19200610-V19-43-page5.txt: [('endeavor-', 'endeavor'), ('hard-', 'hard')]
PUR19200610-V19-43-page6.txt: [('Parent-', 'Parent'), ('every-', 'every'), ('suc-', 'suc'), ('COMMENCE-', 'COMMENCE'), ('doc-', 'doc'), ('Ran-', 'Ran'), ('Or-', 'Or'), ('giv-', 'giv')]
PUR19200610-V19-43-page7.txt: [('Fran-', 'Fran'), ('-Agents', 'Agents'), ('Han-', 'Han'), ('-', ''), ('confer-', 'confer'), ('-', ''), ('-', ''), ('-t', 't')]
PUR19200610-V19-43-page8.txt: [('suffi-', 'suffi'), ('ef-', 'ef'), ('Leg-', 'Leg'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('rel-', 'rel'), ('-', '')]
PUR19200617-V19-44-page1.txt: [('with-', 'with'), ('up-', 'up'), ('be-', 'be'), ('in-', 'in'), ('let-', 'let'), ('en-', 'en')]
PUR19200617-V19-44-page2.txt: [('-', ''), ('--', '-'), ('-', ''), ('re-', 're'), ('en-', 'en'), ('-', ''), ('-', ''), ('-', ''), ('eve-', 'eve'), ('Brook--', 'Brook-')]
PUR19200617-V19-44-page3.txt: [('emphasiz-', 'emphasiz'), ('At-', 'At'), ('im-', 'im'), ('fol-', 'fol'), ('sys-', 'sys'), ('con-', 'con'), ('as-', 'as')]
PUR19200617-V19-44-page4.txt: [('-chart"', 'chart"'), ('-o', 'o'), ('pres-', 'pres'), ('avail-', 'avail')]
PUR19200617-V19-44-page6.txt: [('popula-', 'popula'), ('Red-', 'Red'), ('thir-', 'thir'), ('"thir-', '"thir')]
PUR19200617-V19-44-page7.txt: [('-t', 't'), ('-', ''), ('un-', 'un'), ('-------', '------'), ('Total-', 'Total'), ('Total-', 'Total'), ('-Utah', 'Utah'), ('cer-', 'cer'), ('-', ''), ('Total-', 'Total'), ('Total-', 'Total')]
PUR19200617-V19-44-page8.txt: [('in-', 'in'), ('disappoint-', 'disappoint'), ('constant-', 'constant'), ('-', ''), ('-', ''), ('regu-', 'regu'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200624-V19-45-page1.txt: [('im-', 'im'), ('-', ''), ('attend-', 'attend'), ('pos-', 'pos')]
PUR19200624-V19-45-page2.txt: [('-', ''), ('-', ''), ('-', ''), ('-house', 'house')]
PUR19200624-V19-45-page3.txt: [('-.Nr"..', '.Nr"..'), ('instruc-', 'instruc'), ('Fire-', 'Fire'), ('hold-', 'hold'), ('par-', 'par'), ('cap-', 'cap'), ('confer-', 'confer')]
PUR19200624-V19-45-page4.txt: [('Sab-', 'Sab'), ('nor-', 'nor'), ('Han-', 'Han'), ('Rey-', 'Rey'), ('travel-', 'travel'), ('creden-', 'creden')]
PUR19200624-V19-45-page5.txt: [('com-', 'com')]
PUR19200624-V19-45-page6.txt: [('mor-', 'mor'), ('in-', 'in'), ('Hart-', 'Hart'), ('at-', 'at'), ('Mis-', 'Mis'), ('Cali-', 'Cali')]
PUR19200624-V19-45-page7.txt: [('ac-', 'ac'), ('serv-', 'serv'), ('miss-', 'miss'), ('-death', 'death'), ('e-', 'e'), ('Seventh-', 'Seventh'), ('-', ''), ('-t', 't'), ('sur-', 'sur'), ('grand-', 'grand'), ('resign-', 'resign'), ('con-', 'con'), ('as-', 'as')]
PUR19200624-V19-45-page8.txt: [('un-', 'un'), ('visit-', 'visit'), ('con-', 'con'), ('So-', 'So'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200701-V19-46-page1.txt: [('sup-', 'sup'), ('car-', 'car'), ('educa-', 'educa'), ('teach-', 'teach'), ('-the', 'the'), ('su-', 'su'), ('as-', 'as')]
PUR19200701-V19-46-page2.txt: [('education-', 'education'), ('-miniature', 'miniature'), ('-', ''), ('-', ''), ('-', ''), ('corru-', 'corru'), ('Nov-', 'Nov')]
PUR19200701-V19-46-page3.txt: [('com-', 'com'), ('pleas-', 'pleas'), ('-tract', 'tract'), ('Stu-', 'Stu'), ('sum-', 'sum'), ('res-', 'res'), ('Pa-', 'Pa'), ('ex-', 'ex'), ('Pa-', 'Pa')]
PUR19200701-V19-46-page4.txt: [('CON-', 'CON'), ('AD-', 'AD'), ('bur-', 'bur'), ('dele-', 'dele'), ('attend-', 'attend')]
PUR19200701-V19-46-page5.txt: [('daugh-', 'daugh'), ('del-', 'del'), ('-connect', 'connect'), ('im-', 'im'), ('fam-', 'fam')]
PUR19200701-V19-46-page6.txt: [('faith-', 'faith'), ('Sab-', 'Sab'), ('Christen-', 'Christen'), ('after-', 'after'), ('help-', 'help')]
PUR19200701-V19-46-page7.txt: [('-', ''), ('-', '')]
PUR19200701-V19-46-page8.txt: [('Con-', 'Con'), ('mis-', 'mis'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200708-V19-47-page1.txt: [('rais-', 'rais'), ('confer-', 'confer'), ('be-', 'be'), ('--sixty', '-sixty')]
PUR19200708-V19-47-page2.txt: [('jour-', 'jour'), ('mos-', 'mos'), ('head-', 'head'), ('-', ''), ('-', ''), ('-', '')]
PUR19200708-V19-47-page3.txt: [('Living-', 'Living'), ('turn-', 'turn'), ('trad-', 'trad'), ('Re-', 'Re'), ('CON-', 'CON'), ('AD-', 'AD'), ('slo-', 'slo'), ('South-', 'South'), ('well-', 'well'), ('dele-', 'dele')]
PUR19200708-V19-47-page4.txt: [('in-', 'in'), ('ar-', 'ar')]
PUR19200708-V19-47-page5.txt: [('fol-', 'fol')]
PUR19200708-V19-47-page6.txt: [('out-', 'out'), ('Con-', 'Con'), ('sub-', 'sub'), ('ed-', 'ed'), ('tak-', 'tak')]
PUR19200708-V19-47-page7.txt: [('en-', 'en'), ('Prin-', 'Prin'), ('-', ''), ('Glen-', 'Glen'), ('-', ''), ('at-', 'at'), ('recov-', 'recov'), ('conduct-', 'conduct'), ('un-', 'un'), ('ad-', 'ad'), ('-', '')]
PUR19200708-V19-47-page8.txt: [('Washing-', 'Washing'), ('vis-', 'vis'), ('Martin-', 'Martin'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('around."Fac-', 'around."Fac'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200715-V19-48-page1.txt: [('mem-', 'mem')]
PUR19200715-V19-48-page2.txt: [('accom-', 'accom'), ('Anti-', 'Anti'), ('to-', 'to'), ("'An-", "'An"), ('ef-', 'ef'), ('respon-', 'respon'), ('Member-', 'Member'), ('Glen-', 'Glen'), ('-', ''), ('to-', 'to'), ('-', ''), ('-', ''), ('-', ''), ('Nov-', 'Nov'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200715-V19-48-page3.txt: [('inval-', 'inval'), ('sin-', 'sin'), ('Sub-', 'Sub')]
PUR19200715-V19-48-page4.txt: [('meet-', 'meet'), ('re-', 're')]
PUR19200715-V19-48-page5.txt: [('dur-', 'dur'), ('AD-', 'AD'), ('faith-', 'faith'), ('North-', 'North'), ('advisabili-', 'advisabili')]
PUR19200715-V19-48-page6.txt: [('Locke-', 'Locke'), ('-Snow', 'Snow'), ('result-', 'result'), ('-', ''), ('-.', '.'), ('-She', 'She'), ('Ser-', 'Ser')]
PUR19200715-V19-48-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200715-V19-48-page8.txt: [('"Watch-', '"Watch'), ('Paint-', 'Paint'), ('-accompanied', 'accompanied'), ('-young', 'young'), ('secre-', 'secre'), ('ap-', 'ap'), ('Cal-', 'Cal'), ('Cof-', 'Cof'), ('Sis-', 'Sis'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200722-V19-49-page1.txt: [('keep-', 'keep'), ('mission-', 'mission'), ('soul-', 'soul'), ('regard-', 'regard')]
PUR19200722-V19-49-page2.txt: [('-', ''), ('pre-', 'pre'), ('-', ''), ('-', ''), ('-', ''), ('wit-', 'wit'), ('-', '')]
PUR19200722-V19-49-page3.txt: [('work-', 'work'), ('en-', 'en'), ('gath-', 'gath'), ('cel-', 'cel'), ('Rus-', 'Rus'), ('ex-', 'ex'), ('elect-', 'elect'), ('bap-', 'bap')]
PUR19200722-V19-49-page4.txt: [('communi-', 'communi'), ('Califor-', 'Califor'), ('pro-', 'pro'), ('--is', '-is')]
PUR19200722-V19-49-page5.txt: [('rec-', 'rec'), ('Cal-', 'Cal'), ('CON-', 'CON'), ('AD-', 'AD'), ('-', ''), ('meet-', 'meet'), ('mis-', 'mis'), ('-', '')]
PUR19200722-V19-49-page6.txt: [('-', ''), ('secretary-', 'secretary'), ('Califor-', 'Califor')]
PUR19200722-V19-49-page7.txt: [('hav-', 'hav'), ('bear.-', 'bear.'), ('wri-', 'wri'), ('-', ''), ('-', ''), ('-', ''), ('An-', 'An'), ('-', '')]
PUR19200722-V19-49-page8.txt: [('Thurs-', 'Thurs'), ('Asso-', 'Asso'), ('ad-', 'ad'), ('de-', 'de'), ('Confer-', 'Confer'), ("'Min-", "'Min"), ('conduct-', 'conduct'), ('hill-', 'hill'), ('overcom-', 'overcom'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200729-V19-50-page1.txt: [('move-', 'move'), ('unleav-', 'unleav'), ('unleav-', 'unleav'), ('-', ''), ('-', '')]
PUR19200729-V19-50-page2.txt: [('Septem-', 'Septem'), ('-', ''), ('-', ''), ('Nov-', 'Nov'), ('minis-', 'minis'), ('Oct-', 'Oct')]
PUR19200729-V19-50-page3.txt: [('Aug-', 'Aug'), ('en-', 'en'), ('be-', 'be'), ('ser-', 'ser'), ('be-', 'be')]
PUR19200729-V19-50-page4.txt: [('every-', 'every'), ('mis-', 'mis'), ('col-', 'col'), ('-foot', 'foot'), ('Seventh-', 'Seventh'), ('lo-', 'lo'), ('re-', 're'), ('ser-', 'ser'), ('confer-', 'confer')]
PUR19200729-V19-50-page5.txt: [('-', ''), ('-', ''), ('open-', 'open'), ('ser-', 'ser'), ('inter-', 'inter'), ('Bakers-', 'Bakers')]
PUR19200729-V19-50-page6.txt: [('din-', 'din'), ('condi-', 'condi')]
PUR19200729-V19-50-page7.txt: [('char-', 'char'), ('pres-', 'pres'), ('ad-', 'ad'), ('-', ''), ('-', ''), ('-', ''), ('Scholar-', 'Scholar'), ('gar-', 'gar'), ('guar-', 'guar'), ('ap-', 'ap'), ('-', ''), ('-', '')]
PUR19200729-V19-50-page8.txt: [('Office-', 'Office'), ('MISSION-', 'MISSION'), ('re-', 're'), ('an-', 'an'), ('fit-', 'fit'), ('com-', 'com'), ('manufac-', 'manufac'), ('lit-', 'lit'), ('fare-', 'fare'), ('fac-', 'fac'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200805-V19-51-page1.txt: [('-', ''), ('fellow-', 'fellow'), ('move-', 'move')]
PUR19200805-V19-51-page2.txt: [('comple-', 'comple'), ('enter-', 'enter'), ('wilder-', 'wilder'), ('-', ''), ('-', ''), ('instruct-', 'instruct')]
PUR19200805-V19-51-page3.txt: [('en-', 'en'), ('ven-', 'ven')]
PUR19200805-V19-51-page4.txt: [('-N', 'N'), ('-', ''), ('en-', 'en'), ('E.-', 'E.'), ('per-', 'per'), ('-', '')]
PUR19200805-V19-51-page5.txt: [('Cali-', 'Cali'), ('di-', 'di'), ('busi-', 'busi'), ('Califor-', 'Califor'), ('ob-', 'ob'), ('pur-', 'pur'), ('manufac-', 'manufac'), ('CON-', 'CON'), ('An-', 'An'), ('Sep-', 'Sep'), ('ASSOCI-', 'ASSOCI'), ('fac-', 'fac')]
PUR19200805-V19-51-page6.txt: [('Mis-', 'Mis'), ('.s-', '.s'), ('-', ''), ('be-', 'be'), ('peo-', 'peo'), ('cen-', 'cen'), ('organ-', 'organ')]
PUR19200805-V19-51-page7.txt: [('train-', 'train'), ('Cali-', 'Cali'), ('Chil-', 'Chil'), ('-', ''), ('-', ''), ('-', ''), ("'dish-", "'dish"), ('-', ''), ('Angeles-com-', 'Angeles-com'), ("-granite'", "granite'"), ('vine-cov-', 'vine-cov'), ('-', ''), ('-', ''), ('Ac-', 'Ac'), ('Sanitar-', 'Sanitar'), ('California-', 'California'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200805-V19-51-page8.txt: [('lit-', 'lit'), ('Office-', 'Office'), ('Secre-', 'Secre'), ('-interest', 'interest'), ('senti-', 'senti'), ('govern-', 'govern'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200812-V19-52-page1.txt: [('individ-', 'individ')]
PUR19200812-V19-52-page2.txt: [('ex-', 'ex'), ('go-', 'go'), ('look-', 'look'), ('Nov-', 'Nov'), ('-', ''), ('-', ''), ('-.', '.')]
PUR19200812-V19-52-page3.txt: [('re-', 're'), ('to-', 'to'), ('Eng-', 'Eng'), ('ts.vonpwv-', 'ts.vonpwv'), ('v."\'wneowJw-', 'v."\'wneowJw')]
PUR19200812-V19-52-page4.txt: [('Teach-', 'Teach'), ('per-', 'per'), ('comple-', 'comple'), ('ed-', 'ed'), ('o-', 'o'), ('-', ''), ('-', ''), ('re-', 're')]
PUR19200812-V19-52-page5.txt: [('tal-', 'tal'), ('oppor-', 'oppor'), ('sup-', 'sup'), ('discour-', 'discour'), ('o-', 'o')]
PUR19200812-V19-52-page6.txt: [('Work-', 'Work'), ('Sa-', 'Sa'), ('quar-', 'quar'), ('society.-', 'society.'), ('ASSOCI-', 'ASSOCI'), ('-Mrs.', 'Mrs.'), ('"ban-', '"ban'), ('giv-', 'giv')]
PUR19200812-V19-52-page7.txt: [('CON-', 'CON'), ('Califor-', 'Califor'), ('-', ''), ('-', ''), ('An-', 'An'), ('pur-', 'pur'), ('-', ''), ('Sanitar-', 'Sanitar'), ('-', ''), ('-', ''), ('mod-', 'mod')]
PUR19200812-V19-52-page8.txt: [('Office-', 'Office'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200819-V20-01-page1.txt: [('ans-', 'ans'), ('oppor-', 'oppor'), ('Member-', 'Member'), ('mis-', 'mis'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200819-V20-01-page2.txt: [('arrange-', 'arrange'), ('vi-', 'vi'), ('mak-', 'mak'), ('-', ''), ('-', ''), ('-', '')]
PUR19200819-V20-01-page3.txt: [('-', ''), ('exper-', 'exper'), ('-keep', 'keep'), ('MAGA-', 'MAGA'), ('shoul-', 'shoul'), ('infor-', 'infor')]
PUR19200819-V20-01-page4.txt: [('de-', 'de'), ('salva-', 'salva'), ('ASSOCI-', 'ASSOCI')]
PUR19200819-V20-01-page5.txt: [('CON-', 'CON'), ('-', ''), ('understand-', 'understand'), ('Septem-', 'Septem'), ('Sep-', 'Sep'), ('for-', 'for'), ('In-', 'In'), ('dor-', 'dor'), ('dia-', 'dia'), ('suf-', 'suf')]
PUR19200819-V20-01-page6.txt: [('fam-', 'fam'), ('inci-', 'inci'), ('so-', 'so'), ('de-', 'de'), ('pa-', 'pa'), ('Muhl-', 'Muhl'), ('-', ''), ('-', ''), ('inter-', 'inter')]
PUR19200819-V20-01-page7.txt: [('-', ''), ('-', ''), ('Pa-', 'Pa'), ('pres-', 'pres'), ('-', ''), ('vine-cov-', 'vine-cov'), ('Sanitar-', 'Sanitar'), ('-', ''), ('-', '')]
PUR19200819-V20-01-page8.txt: [('for-', 'for'), ('Office--', 'Office-'), ('Secre-', 'Secre'), ('See-', 'See'), ('col-', 'col'), ('land-', 'land'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('ffiffiW-', 'ffiffiW')]
PUR19200826-V20-02-page1.txt: [('re-', 're'), ('-', '')]
PUR19200826-V20-02-page2.txt: [('our-', 'our'), ('-', ''), ('-', ''), ('-', ''), ('-for', 'for')]
PUR19200826-V20-02-page3.txt: [('tem-', 'tem')]
PUR19200826-V20-02-page4.txt: [('Amer-', 'Amer')]
PUR19200826-V20-02-page5.txt: [('Elder-', 'Elder'), ('start-', 'start'), ('ap-', 'ap'), ('be-', 'be')]
PUR19200826-V20-02-page6.txt: [('-California', 'California'), ('ex-', 'ex'), ('treat-', 'treat'), ('peo-', 'peo')]
PUR19200826-V20-02-page7.txt: [('mem-', 'mem'), ('-', ''), ('-understanding"', 'understanding"'), ('house-', 'house'), ('pres-', 'pres'), ('ad-', 'ad'), ('Seventh-', 'Seventh'), ('one-', 'one'), ('-A', 'A')]
PUR19200826-V20-02-page8.txt: [('Office-', 'Office'), ('in-', 'in'), ('pre-', 'pre'), ('ad-', 'ad'), ('dur-', 'dur'), ('attend-', 'attend'), ('en-', 'en'), ('il-', 'il'), ('contin-', 'contin')]
PUR19200902-V20-03-page1.txt: [('sug-', 'sug'), ('peo-', 'peo'), ('pleas-', 'pleas'), ('experi-', 'experi')]
PUR19200902-V20-03-page2.txt: [('-', ''), ('-', '')]
PUR19200902-V20-03-page3.txt: [('MAG-', 'MAG'), ('al-', 'al'), ('les-', 'les'), ('bring-', 'bring')]
PUR19200902-V20-03-page4.txt: [('fare-', 'fare'), ('-', '')]
PUR19200902-V20-03-page5.txt: [('dor-', 'dor'), ('in-', 'in'), ('con-', 'con'), ('-', ''), ('work-', 'work'), ('re-', 're'), ('wood-', 'wood')]
PUR19200902-V20-03-page6.txt: [('-"Signs', '"Signs'), ('ad-', 'ad'), ('-', ''), ('-', ''), ('-', '')]
PUR19200902-V20-03-page7.txt: [('demonstra-', 'demonstra'), ('Phar-', 'Phar'), ('Anti-Li-', 'Anti-Li'), ('---o', '--o'), ('-', ''), ('five-', 'five'), ('Pa-', 'Pa'), ('house-', 'house'), ('An-', 'An'), ('for-', 'for'), ('-t', 't')]
PUR19200902-V20-03-page8.txt: [('Gen-', 'Gen'), ('Office-', 'Office'), ('con-', 'con'), ('-', ''), ('Sec-', 'Sec'), ('Phoe-', 'Phoe'), ('plan-', 'plan'), ('con-', 'con'), ('of-', 'of'), ('fifty-cent-a-', 'fifty-cent-a'), ('-', '')]
PUR19200909-V20-04-page1.txt: [('Con-', 'Con'), ('at-', 'at'), ('meet-', 'meet'), ('look-', 'look'), ('mem-', 'mem'), ('-', ''), ('dur-', 'dur'), ('com-', 'com'), ('so-', 'so')]
PUR19200909-V20-04-page2.txt: [('there-', 'there'), ('missions--', 'missions-'), ('en-', 'en'), ('-', ''), ('-', ''), ('-', ''), ('mar-', 'mar'), ('neg-', 'neg'), ('de-', 'de'), ('us-', 'us'), ('-', ''), ('-', ''), ('-', ''), ('Nov-', 'Nov'), ('-poet-office-at', 'poet-office-at'), ('-provided', 'provided')]
PUR19200909-V20-04-page3.txt: [('re-', 're'), ('Aus-', 'Aus'), ('Athe-', 'Athe'), ('to-', 'to'), ('perse-', 'perse'), ('Ari-', 'Ari'), ('Secre-', 'Secre'), ('one-', 'one'), ('pre-', 'pre'), ('per-', 'per')]
PUR19200909-V20-04-page4.txt: [('-had', 'had'), ('Ala-', 'Ala'), ('drop-', 'drop')]
PUR19200909-V20-04-page5.txt: [('pre-', 'pre'), ('-', ''), ('open-', 'open'), ('morn-', 'morn')]
PUR19200909-V20-04-page6.txt: [('In-', 'In'), ('Octo-', 'Octo')]
PUR19200909-V20-04-page7.txt: [('-', ''), ('trans-', 'trans'), ('-', ''), ('-t', 't'), ('-', ''), ('Sczech-', 'Sczech'), ('Mission-', 'Mission'), ('for-', 'for')]
PUR19200909-V20-04-page8.txt: [('Office-', 'Office'), ('ste-', 'ste')]
PUR19200916-V20-05-page1.txt: [('serv-', 'serv'), ('Gen-', 'Gen'), ('seemed-', 'seemed'), ('la-', 'la'), ('per-', 'per')]
PUR19200916-V20-05-page2.txt: [('-the', 'the'), ('attend-', 'attend'), ('peo-', 'peo'), ('-', ''), ('-', ''), ('-', ''), ('Nov-', 'Nov')]
PUR19200916-V20-05-page3.txt: [('medi-', 'medi')]
PUR19200916-V20-05-page4.txt: [('-W', 'W'), ('lib-', 'lib'), ('fol-', 'fol'), ('stu-', 'stu')]
PUR19200916-V20-05-page5.txt: [('clos-', 'clos'), ('un-', 'un'), ('fif-', 'fif'), ('can-', 'can')]
PUR19200916-V20-05-page6.txt: [('-', ''), ('period-', 'period'), ('print-', 'print'), ('vine-', 'vine'), ('-', ''), ('ev-', 'ev'), ('-', ''), ('Abia-', 'Abia'), ('oppor-', 'oppor'), ('Watson-', 'Watson')]
PUR19200916-V20-05-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('Corres-', 'Corres'), ('-t', 't'), ('-', ''), ('Vil-', 'Vil'), ('-', ''), ('holi-', 'holi'), ('-', '')]
PUR19200916-V20-05-page8.txt: [('DIRECTO-', 'DIRECTO'), ('"Re-', '"Re'), ('Office-', 'Office'), ('de-', 'de'), ('-for', 'for'), ('Secretary-Treasurer-', 'Secretary-Treasurer'), ('Ac-', 'Ac'), ('sup-', 'sup'), ('-An-', 'An-'), ('ex-', 'ex'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19200923-V20-06-page1.txt: [('-both', 'both')]
PUR19200923-V20-06-page2.txt: [('ex-', 'ex'), ('-be', 'be'), ('thor-', 'thor'), ('increas-', 'increas'), ('In-', 'In'), ('through-', 'through'), ('com-', 'com'), ('-', ''), ('-', ''), ('in-', 'in'), ('con-', 'con'), ('ex-', 'ex')]
PUR19200923-V20-06-page3.txt: [('build-', 'build'), ('vaca-', 'vaca'), ('mid-', 'mid'), ('Sab-', 'Sab'), ('ap-', 'ap'), ('.chil-', '.chil'), ('sum-', 'sum'), ('semi-', 'semi')]
PUR19200923-V20-06-page4.txt: [('soon-', 'soon'), ('stop-', 'stop'), ('serv-', 'serv'), ('cer-', 'cer'), ('meet-', 'meet'), ('in-', 'in'), ('Je-', 'Je')]
PUR19200923-V20-06-page5.txt: [('Sis-', 'Sis')]
PUR19200923-V20-06-page6.txt: [('c-', 'c'), ('re-', 're'), ('ex-', 'ex'), ('COLLEC-', 'COLLEC'), ('-', '')]
PUR19200923-V20-06-page7.txt: [('Da-', 'Da'), ('-in', 'in'), ('Shaf-', 'Shaf'), ('sym-', 'sym'), ('-', ''), ('Ad-', 'Ad'), ('-', ''), ('-', ''), ('Par-', 'Par'), ('Corres-', 'Corres'), ('-t', 't'), ('-', ''), ('read-', 'read'), ('Re-', 'Re'), ('-', ''), ('-', ''), ('-G', 'G'), ('-', ''), ('-', ''), ('-', '')]
PUR19200923-V20-06-page8.txt: [('Office-', 'Office'), ('o-', 'o'), ('INGATHER-', 'INGATHER'), ('enthu-', 'enthu'), ('hav-', 'hav'), ('re-', 're')]
PUR19200930-V20-07-page1.txt: [('impossi-', 'impossi'), ('sug-', 'sug'), ('any-', 'any')]
PUR19200930-V20-07-page2.txt: [('ap-', 'ap'), ('-', ''), ('-', ''), ('-', ''), ('Glen-', 'Glen'), ('Oct-', 'Oct')]
PUR19200930-V20-07-page3.txt: [('an-', 'an'), ('appre-', 'appre'), ('education-', 'education'), ('-.', '.'), ('e-', 'e'), ('fore-', 'fore'), ('in-', 'in'), ('nov-', 'nov'), ('oppor-', 'oppor'), ('am-', 'am'), ('con-', 'con'), ('Cal-', 'Cal')]
PUR19200930-V20-07-page4.txt: [('be-', 'be'), ('interme-', 'interme'), ('in-', 'in'), ('Di-', 'Di'), ('Oc-', 'Oc'), ('con-', 'con')]
PUR19200930-V20-07-page5.txt: [('-', ''), ('men-', 'men'), ('-NO', 'NO'), ('com-', 'com'), ('an-', 'an'), ('after-', 'after'), ('mis-', 'mis'), ('Ingather-', 'Ingather'), ('be-', 'be')]
PUR19200930-V20-07-page6.txt: [('sec-', 'sec'), ('to-', 'to'), ('en-', 'en'), ('-Utah', 'Utah'), ('offer-', 'offer'), ('considera-', 'considera'), ('spe-', 'spe'), ('re-', 're')]
PUR19200930-V20-07-page7.txt: [('bus-', 'bus'), ('meek-', 'meek'), ('ef-', 'ef'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('ef-', 'ef'), ('-', ''), ('rea-', 'rea'), ('stu-', 'stu'), ('efaord-', 'efaord'), ('Com-', 'Com'), ('-', ''), ('-', ''), ('Oak-', 'Oak'), ('-', ''), ('Ad-', 'Ad'), ('-G', 'G'), ('-', '')]
PUR19200930-V20-07-page8.txt: [('vari-', 'vari'), ('Office-', 'Office'), ('-', ''), ('ses-', 'ses'), ('ser-', 'ser'), ('world-', 'world'), ('-', '')]
PUR19201007-V20-08-page1.txt: [('-', ''), ('-', ''), ('sum-', 'sum'), ('pa-', 'pa'), ('-brain', 'brain'), ('Ingath-', 'Ingath')]
PUR19201007-V20-08-page2.txt: [('la-', 'la'), ('at-', 'at'), ('WORK-', 'WORK'), ('Emmer-', 'Emmer'), ('pro-', 'pro'), ('-', ''), ('confer-', 'confer'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('secretary-treas-', 'secretary-treas')]
PUR19201007-V20-08-page3.txt: [('pres-', 'pres'), ('in-', 'in'), ('evangelis-', 'evangelis'), ('per-', 'per'), ('experi-', 'experi'), ('Min-', 'Min'), ('peo-', 'peo'), ('Fer-', 'Fer'), ('ten-', 'ten')]
PUR19201007-V20-08-page4.txt: [('mul-', 'mul')]
PUR19201007-V20-08-page5.txt: [('as-', 'as'), ('-', ''), ('num-', 'num')]
PUR19201007-V20-08-page6.txt: [('differ-', 'differ'), ('Pelly-', 'Pelly'), ('tal-', 'tal'), ('compan-', 'compan'), ('cir-', 'cir'), ('hence-', 'hence')]
PUR19201007-V20-08-page7.txt: [('laugh-', 'laugh'), ('-R.', 'R.'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Imme-', 'Imme'), ('-', ''), ('Ad-', 'Ad'), ('-', ''), ('read-', 'read'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Ad--', 'Ad-'), ('-t', 't')]
PUR19201007-V20-08-page8.txt: [('Office-', 'Office'), ('recom-', 'recom'), ('pres-', 'pres'), ('President-', 'President'), ('-J.', 'J.'), ('Martin-', 'Martin'), ('ap-', 'ap'), ('-W.', 'W.'), ('announce-', 'announce'), ('remodel-', 'remodel'), ('-', ''), ('-', '')]
PUR19201014-V20-09-page1.txt: [('won-', 'won'), ('care-', 'care'), ('some-', 'some')]
PUR19201014-V20-09-page2.txt: [('PERSECUT-', 'PERSECUT'), ('nor-', 'nor'), ('re-', 're'), ('wen--', 'wen-'), ('CUR-', 'CUR'), ('CEN-', 'CEN'), ('stu-', 'stu'), ('Fri-', 'Fri'), ('at-', 'at'), ('-', ''), ('lay-', 'lay'), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19201014-V20-09-page3.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('sev-', 'sev'), ('yes-', 'yes')]
PUR19201014-V20-09-page4.txt: [('bap-', 'bap'), ('Sab-', 'Sab'), ('SEPTEM-', 'SEPTEM'), ('out-', 'out'), ('or-', 'or')]
PUR19201014-V20-09-page5.txt: [('fol-', 'fol'), ('pre-', 'pre'), ('intelli-', 'intelli'), ("'accom-", "'accom"), ('be-', 'be'), ('-', '')]
PUR19201014-V20-09-page6.txt: [('COLPOR-', 'COLPOR'), ('re-', 're'), ('Es-', 'Es'), ('rec-', 'rec'), ('peo-', 'peo'), ('No-', 'No'), ('some-', 'some'), ('re-', 're'), ('canvass-', 'canvass'), ('school-', 'school')]
PUR19201014-V20-09-page7.txt: [('be-', 'be'), ('fin-', 'fin'), ('-', ''), ('-t', 't'), ('-', ''), ('-', ''), ('-t', 't'), ('-', ''), ('Ad-', 'Ad'), ('posi-', 'posi'), ('bus-', 'bus'), ('per-', 'per'), ('al-', 'al')]
PUR19201014-V20-09-page8.txt: [('Office-', 'Office'), ('re-', 're'), ('be-', 'be')]
PUR19201021-V20-10-page1.txt: [('INGATHER-', 'INGATHER'), ('-the', 'the'), ('repre-', 'repre'), ('Member-', 'Member'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-period', 'period'), ('-', '')]
PUR19201021-V20-10-page2.txt: [('out-', 'out'), ('-You', 'You'), ('re-', 're'), ('-', ''), ('-', ''), ('-', '')]
PUR19201021-V20-10-page3.txt: [('study-', 'study'), ('author-', 'author'), ('mes-', 'mes'), ('earn-', 'earn'), ('mem-', 'mem'), ('aver-', 'aver'), ('inter-', 'inter'), ('for-', 'for'), ('Char-', 'Char')]
PUR19201021-V20-10-page4.txt: [('Confer-', 'Confer'), ('Sab-', 'Sab'), ('-goal.', 'goal.'), ('o-', 'o'), ('---', '--'), ('North-', 'North'), ('Member-', 'Member')]
PUR19201021-V20-10-page5.txt: [('Whit-', 'Whit'), ('success-', 'success')]
PUR19201021-V20-10-page6.txt: [('bul-', 'bul'), ('bul-', 'bul'), ('vi-', 'vi')]
PUR19201021-V20-10-page7.txt: [('faith-', 'faith'), ('ex-', 'ex'), ('-', ''), ('posi-', 'posi'), ('bus-', 'bus'), ('por-', 'por'), ('-t', 't'), ('proper-', 'proper'), ('de-', 'de'), ('-', ''), ('exper-', 'exper'), ('-', ''), ('--', '-'), ('-', ''), ('Ad-', 'Ad'), ('-t', 't')]
PUR19201021-V20-10-page8.txt: [('Office--', 'Office-'), ('Ad-', 'Ad'), ('cer-', 'cer'), ('prompt-', 'prompt'), ('accom-', 'accom'), ('ma-', 'ma'), ('inter-', 'inter'), ('ex-', 'ex'), ('con-', 'con'), ('inter-', 'inter'), ('oth-', 'oth')]
PUR19201028-V20-11-page1.txt: [('believ-', 'believ'), ('re-', 're'), ('Advent-', 'Advent'), ('pre-', 'pre'), ('car-', 'car'), ('pre-', 'pre'), ('-', '')]
PUR19201028-V20-11-page2.txt: [('-', ''), ('posovAN.-', 'posovAN.'), ('-ve', 've'), ('accept-', 'accept'), ('evan-', 'evan'), ('gos-', 'gos'), ('suc-', 'suc'), ('op-', 'op'), ('-', ''), ('-', ''), ('--', '-'), ('hmeison-', 'hmeison'), ("of'Oct-", "of'Oct")]
PUR19201028-V20-11-page3.txt: [('chil-', 'chil'), ('accom-', 'accom'), ('Lin-', 'Lin'), ('re-', 're'), ('broth-', 'broth'), ('oth-', 'oth'), ('do-', 'do'), ('Southeast-', 'Southeast'), ('con-', 'con'), ('-', '')]
PUR19201028-V20-11-page4.txt: [('Coun-', 'Coun'), ('con-', 'con'), ('In-', 'In'), ('con-', 'con'), ('mem-', 'mem'), ('identifi-', 'identifi'), ('tak-', 'tak'), ('Novem-', 'Novem')]
PUR19201028-V20-11-page5.txt: [('set-', 'set'), ('Califor-', 'Califor'), ('-', ''), ('bless-', 'bless'), ('-I', 'I'), ('offer-', 'offer'), ('after-', 'after'), ('Sab-', 'Sab'), ('fortn-', 'fortn'), ('meet-', 'meet'), ('dwell-', 'dwell'), ('as-', 'as'), ("'for-", "'for"), ('-', ''), ('-member', 'member'), ('-Mg', 'Mg'), ('-', ''), ('foundtire-', 'foundtire'), ('-box.', 'box.'), ('-', ''), ('-the', 'the')]
PUR19201028-V20-11-page6.txt: [('-', ''), ('in-', 'in'), ('-goal', 'goal')]
PUR19201028-V20-11-page7.txt: [('re-', 're'), ('socie-', 'socie'), ('Great-', 'Great'), ('sea-', 'sea'), ('-', ''), ('-...', '...'), ('Exchange.-', 'Exchange.'), ('-', ''), ('por-', 'por'), ('Memor-', 'Memor'), ('Theoc-', 'Theoc'), ('-Helena', 'Helena'), ('-', ''), ('Escon-', 'Escon')]
PUR19201028-V20-11-page8.txt: [('Office-', 'Office'), ('re-', 're'), ('fur-', 'fur'), ('rab-', 'rab'), ('Bed-', 'Bed'), ('fol-', 'fol'), ('abol-', 'abol'), ('"Anti-', '"Anti'), ('Anti-', 'Anti'), ('Anti-', 'Anti')]
PUR19201104-V20-12-page1.txt: [('evi-', 'evi'), ('lit-', 'lit'), ('PUB-', 'PUB'), ('purpose-', 'purpose'), ('Czecho-', 'Czecho'), ('lit-', 'lit')]
PUR19201104-V20-12-page2.txt: [('COLPOR-', 'COLPOR'), ('exper-', 'exper'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('deter-', 'deter'), ('Oct-', 'Oct')]
PUR19201104-V20-12-page3.txt: [('en-', 'en'), ('like-', 'like'), ('pray-', 'pray'), ('conven-', 'conven'), ('Ala-', 'Ala'), ('in-', 'in')]
PUR19201104-V20-12-page4.txt: [('Co-', 'Co'), ('build-', 'build'), ('-each', 'each'), ('man-', 'man'), ('one-', 'one')]
PUR19201104-V20-12-page5.txt: [('Cen-', 'Cen'), ('Sun-', 'Sun'), ('en-', 'en'), ('stand-', 'stand'), ('-', '')]
PUR19201104-V20-12-page6.txt: [('characteris-', 'characteris'), ('member-', 'member'), ('or-', 'or'), ('Har-', 'Har')]
PUR19201104-V20-12-page7.txt: [('be-', 'be'), ('MIS-', 'MIS'), ('lay-', 'lay'), ('ar-', 'ar'), ('-Advertising', 'Advertising'), ('-the', 'the'), ('Mam-', 'Mam'), ('-', ''), ('-', ''), ('Memor-', 'Memor'), ('-for', 'for'), ('-u', 'u')]
PUR19201104-V20-12-page8.txt: [('Office-', 'Office'), ('Secre-', 'Secre'), ('conven-', 'conven'), ('Martin-', 'Martin'), ('men-', 'men'), ('men-', 'men'), ('An-', 'An'), ('prop-', 'prop'), ('-"The', '"The'), ('Uni-', 'Uni'), ('-', ''), ('pur-', 'pur'), ('lo-', 'lo'), ('res-', 'res'), ('of-', 'of')]
PUR19201111-V20-13-page1.txt: [('con-', 'con'), ('-but', 'but'), ('pub-', 'pub')]
PUR19201111-V20-13-page2.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('pre-', 'pre'), ('Nov-', 'Nov')]
PUR19201111-V20-13-page3.txt: [('-', ''), ('-', ''), ('-', ''), ('abun-', 'abun')]
PUR19201111-V20-13-page4.txt: [('-n', 'n'), ('en-', 'en'), ('-', ''), ('-', ''), ('-', ''), ('num-', 'num'), ('Enroll-', 'Enroll'), ('un-', 'un'), ('Bi-', 'Bi'), ('-', ''), ('Con-', 'Con'), ('as-', 'as'), ('-', '')]
PUR19201111-V20-13-page5.txt: [('El-', 'El'), ('..y.-', '..y.'), ('instruc-', 'instruc'), ('so-', 'so'), ('reed-', 'reed'), ('Kings-', 'Kings'), ('whole-', 'whole')]
PUR19201111-V20-13-page6.txt: [('favor-', 'favor'), ('re-', 're'), ('Col-', 'Col'), ('In-', 'In')]
PUR19201111-V20-13-page7.txt: [('bap-', 'bap'), ('-', ''), ('-A', 'A'), ('-', ''), ('-t', 't'), ('thirty-', 'thirty'), ('Sale.-', 'Sale.'), ('-', ''), ('Sev-', 'Sev'), ('-t', 't'), ('-', '')]
PUR19201111-V20-13-page8.txt: [('-pound', 'pound'), ('-', ''), ('Mar-', 'Mar'), ('-', ''), ('con-', 'con'), ('in-', 'in')]
PUR19201118-V20-14-page1.txt: [('dark-', 'dark'), ('-has', 'has'), ('-', '')]
PUR19201118-V20-14-page2.txt: [('-', ''), ('member-', 'member'), ('Sab-', 'Sab'), ('Oc-', 'Oc'), ('sub-', 'sub'), ('week-', 'week'), ('gen-', 'gen'), ('persever-', 'persever'), ('manifest-', 'manifest'), ('after-', 'after'), ('demonstrat-', 'demonstrat'), ('-at', 'at'), ('so-', 'so'), ('-The', 'The'), ('-', ''), ('-', ''), ('-', ''), ('re-', 're')]
PUR19201118-V20-14-page3.txt: [('Octo-', 'Octo'), ('com-', 'com'), ('Sab-', 'Sab'), ('district-', 'district'), ('aft-', 'aft'), ('mes-', 'mes'), ('hor-', 'hor'), ('spe-', 'spe')]
PUR19201118-V20-14-page4.txt: [('be-', 'be'), ('de-', 'de'), ('al-', 'al'), ('re-', 're'), ('two-', 'two'), ('meet-', 'meet'), ('fin-', 'fin'), ('meet-', 'meet')]
PUR19201118-V20-14-page5.txt: [('Seventh-', 'Seventh'), ('-DAY', 'DAY')]
PUR19201118-V20-14-page6.txt: [('remark-', 'remark'), ('com-', 'com')]
PUR19201118-V20-14-page7.txt: [('-', ''), ('-', ''), ('-A', 'A'), ('-t', 't'), ('Sale.-', 'Sale.'), ('-', ''), ('pres-', 'pres'), ('ad-', 'ad'), ('me-', 'me'), ('Excel-', 'Excel'), ('se-', 'se'), ('-t', 't'), ('vig-', 'vig'), ('-', ''), ('de-', 'de'), ('Col-', 'Col')]
PUR19201118-V20-14-page8.txt: [('Sab-', 'Sab'), ('-with', 'with'), ('Fi-', 'Fi'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Member-', 'Member'), ('-', ''), ('-', ''), ('-', '')]
PUR19201125-V20-15-page1.txt: [('-in.', 'in.'), ('-', ''), ('con-', 'con'), ('Bed-', 'Bed'), ('report-', 'report'), ('se-', 'se'), ('convic-', 'convic')]
PUR19201125-V20-15-page2.txt: [('admin-', 'admin'), ('impera-', 'impera'), ('bap-', 'bap'), ('mem-', 'mem'), ('com-', 'com'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Glen-', 'Glen'), ('Nov-', 'Nov')]
PUR19201125-V20-15-page3.txt: [('pre-', 'pre'), ('-', ''), ('-', ''), ('him-', 'him'), ('Pasa-', 'Pasa'), ('bap-', 'bap'), ('No-', 'No'), ('church-', 'church')]
PUR19201125-V20-15-page4.txt: [('de-', 'de'), ('confer-', 'confer'), ('-', ''), ('attend-', 'attend'), ('stereopti-', 'stereopti'), ('po-', 'po'), ('Education-', 'Education')]
PUR19201125-V20-15-page5.txt: [('In-', 'In'), ('children.-', 'children.'), ('pre-', 'pre'), ('dis-', 'dis'), ('compar-', 'compar'), ('oth-', 'oth')]
PUR19201125-V20-15-page6.txt: [('Con-', 'Con'), ('fol-', 'fol'), ('spir-', 'spir'), ('let-', 'let'), ('rel-', 'rel'), ('com-', 'com'), ('-', ''), ('conven-', 'conven'), ('-', ''), ('adver-', 'adver')]
PUR19201125-V20-15-page7.txt: [('-', ''), ('--------', '-------'), ('-', ''), ('-', ''), ('-', ''), ('-A', 'A'), ('-t', 't'), ('Sale.-', 'Sale.'), ('-', ''), ('ber-', 'ber'), ('un-', 'un'), ('vig-', 'vig'), ('pres-', 'pres'), ('---', '--'), ('-', ''), ('-', ''), ('me-', 'me'), ('Sab-', 'Sab'), ('com-', 'com'), ('or-', 'or'), ('-', ''), ('-at', 'at'), ('be-', 'be'), ('accept-', 'accept')]
PUR19201125-V20-15-page8.txt: [('Office-', 'Office'), ('ef-', 'ef'), ('per-', 'per'), ('pre-', 'pre'), ('Ad-', 'Ad'), ('spread-', 'spread'), ('pre-', 'pre'), ('oppor-', 'oppor')]
PUR19201202-V20-16-page1.txt: [('Unit-', 'Unit'), ('litera-', 'litera'), ('includ-', 'includ'), ('evangelis-', 'evangelis'), ('sympa-', 'sympa')]
PUR19201202-V20-16-page2.txt: [('writ-', 'writ'), ('-', ''), ('oth-', 'oth'), ('pur-', 'pur'), ('Luth-', 'Luth'), ('or-', 'or'), ('Califor-', 'Califor'), ('.-', '.'), ('postpaid-', 'postpaid'), ('in-', 'in'), ('writ-', 'writ'), ('writ-', 'writ'), ('Lu-', 'Lu'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('vil-', 'vil'), ('follow-', 'follow')]
PUR19201202-V20-16-page3.txt: [('Ne-', 'Ne'), ('Mor-', 'Mor'), ('excel-', 'excel'), ('appreci-', 'appreci'), ('after-', 'after')]
PUR19201202-V20-16-page4.txt: [('sup--', 'sup-'), ('reg-', 'reg'), ('en-', 'en'), ('-', ''), ('medi-', 'medi')]
PUR19201202-V20-16-page5.txt: [('be-', 'be'), ('DOL-', 'DOL')]
PUR19201202-V20-16-page6.txt: [('strug-', 'strug'), ('anticipa-', 'anticipa'), ('ad-', 'ad')]
PUR19201202-V20-16-page7.txt: [('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Mac-', 'Mac')]
PUR19201202-V20-16-page8.txt: [('Office-', 'Office'), ('sec-', 'sec'), ('ac-', 'ac'), ('Bed-', 'Bed'), ('Ad-', 'Ad'), ('Mar-', 'Mar'), ('vet-', 'vet'), ('mem-', 'mem')]
PUR19201209-V20-17-page2.txt: [('con-', 'con'), ('Pil-', 'Pil'), ('ad-', 'ad'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', '')]
PUR19201209-V20-17-page3.txt: [('open-', 'open'), ('se-', 'se'), ('GIVER.-', 'GIVER.'), ('-Laundry', 'Laundry'), ('-the', 'the')]
PUR19201209-V20-17-page4.txt: [('Ar-', 'Ar'), ('neglect-', 'neglect'), ('fol-', 'fol'), ('fa-', 'fa')]
PUR19201209-V20-17-page5.txt: [('Novem-', 'Novem'), ('do-', 'do'), ('Nov-', 'Nov'), ('be-', 'be'), ('sanitar-', 'sanitar')]
PUR19201209-V20-17-page6.txt: [('certain-', 'certain'), ('en-', 'en'), ('elec-', 'elec'), ('re-', 're'), ('-', ''), ('Gar-', 'Gar'), ('vol-', 'vol')]
PUR19201209-V20-17-page7.txt: [('Par-', 'Par'), ('-', ''), ('-', ''), ('Al-', 'Al'), ('mem-', 'mem'), ('un-', 'un'), ('ad-', 'ad'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Sprague-Bost-', 'Sprague-Bost'), ('-t', 't'), ('--Vatitt', '-Vatitt'), ("'eXtra-large-ter-", "'eXtra-large-ter"), ('-ries', 'ries'), ('-', ''), ('vig-', 'vig'), ('-', ''), ('-', '')]
PUR19201209-V20-17-page8.txt: [('Sab-', 'Sab'), ('human-', 'human'), ('charac-', 'charac')]
PUR19201216-V20-18-page1.txt: [('em-', 'em'), ('Jan-', 'Jan'), ('Ad-', 'Ad'), ('MISSION-', 'MISSION'), ('pro-', 'pro'), ('-amount', 'amount'), ('re-', 're'), ('-is', 'is')]
PUR19201216-V20-18-page2.txt: [('fe-', 'fe'), ('guar-', 'guar'), ('Ander-', 'Ander'), ('provi-', 'provi'), ('Oct-', 'Oct'), ('Im-', 'Im'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Nov-', 'Nov')]
PUR19201216-V20-18-page3.txt: [('ap-', 'ap'), ('life-', 'life'), ('Member-', 'Member'), ('nec-', 'nec'), ('Ro-', 'Ro'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('giv-', 'giv'), ('life-pow-', 'life-pow'), ('-', ''), ('cer-', 'cer')]
PUR19201216-V20-18-page4.txt: [('e-', 'e'), ('-v-', 'v-'), ('Sab-', 'Sab'), ('inter-', 'inter'), ('Bra-', 'Bra'), ('ser-', 'ser')]
PUR19201216-V20-18-page5.txt: [('expec-', 'expec'), ('pro-', 'pro'), ('Fri-', 'Fri')]
PUR19201216-V20-18-page6.txt: [('re-', 're'), ('inci-', 'inci'), ('assur-', 'assur'), ('wel-', 'wel'), ('Men-', 'Men')]
PUR19201216-V20-18-page7.txt: [('El-', 'El'), ('-first', 'first'), ('-', ''), ('-additional', 'additional'), ('un-', 'un'), ('-', ''), ('ex-', 'ex'), ('-', ''), ('-', ''), ('--.Tyv', '-.Tyv'), ('ten-', 'ten'), ('Memor-', 'Memor'), ('fur-', 'fur'), ('-t', 't')]
PUR19201216-V20-18-page8.txt: [('West-', 'West'), ('regard-', 'regard'), ('-DO', 'DO'), ('FORGET-', 'FORGET'), ('at-', 'at'), ('re-', 're'), ('re-', 're'), ('cer-', 'cer'), ('Ingather-', 'Ingather'), ('applica-', 'applica'), ('El-', 'El'), ('presi-', 'presi')]
PUR19201223-V20-19-page1.txt: [('-', ''), ('even-', 'even')]
PUR19201223-V20-19-page2.txt: [('-', ''), ('--eur', '-eur'), ('be-', 'be'), ('good-', 'good'), ('cora-', 'cora'), ('bow-', 'bow'), ('-', ''), ('di-', 'di'), ('scrip-', 'scrip'), ('circum-', 'circum'), ('Wor-', 'Wor'), ('ex-', 'ex'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('Oct-', 'Oct'), ('-', '')]
PUR19201223-V20-19-page3.txt: [('con-', 'con'), ('com-', 'com'), ('Samari-', 'Samari'), ('as-', 'as'), ('cov-', 'cov')]
PUR19201223-V20-19-page4.txt: [('-but', 'but'), ('Austro-', 'Austro'), ('revel-', 'revel'), ('Un-', 'Un'), ('-Phoenix', 'Phoenix'), ('up-', 'up'), ('fol-', 'fol'), ('secre-', 'secre'), ('-persons', 'persons'), ('dis-', 'dis')]
PUR19201223-V20-19-page5.txt: [('mission-', 'mission'), ('sev-', 'sev'), ('mission-', 'mission'), ('de-', 'de'), ('volun-', 'volun'), ('Cali-', 'Cali'), ('depart-', 'depart'), ('ar-', 'ar'), ('-December', 'December'), ('de-', 'de'), ('mes-', 'mes')]
PUR19201223-V20-19-page6.txt: [('Hol-', 'Hol'), ('work-', 'work'), ('his-', 'his'), ('some-', 'some'), ('por-', 'por')]
PUR19201223-V20-19-page7.txt: [('A-', 'A'), ('Negrete-', 'Negrete'), ('-', ''), ('-', ''), ('-', ''), ('-all', 'all'), ('"In-', '"In'), ('-', ''), ('un-', 'un'), ('Ash-', 'Ash'), ('Or-', 'Or'), ('treat-', 'treat'), ('r-', 'r'), ('-', ''), ('-', ''), ('Na-', 'Na'), ('-', '')]
PUR19201223-V20-19-page8.txt: [('Sun-', 'Sun'), ('mat-', 'mat'), ('-', ''), ('constitu-', 'constitu')]
PUR19201230-V20-20-page1.txt: [('in-', 'in'), ('as-', 'as'), ('fulfill-', 'fulfill')]
PUR19201230-V20-20-page2.txt: [('succes-', 'succes'), ('lone-', 'lone'), ('Spanish-', 'Spanish'), ('swal-', 'swal'), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('-', ''), ('earth-', 'earth')]
PUR19201230-V20-20-page3.txt: [('strong-', 'strong'), ('spir-', 'spir'), ('mis-', 'mis'), ("'Watch-", "'Watch"), ('dona-', 'dona'), ('recon-', 'recon'), ('meet-', 'meet'), ('ex-', 'ex'), ('Al-', 'Al'), ('Har-', 'Har'), ('Para-', 'Para')]
PUR19201230-V20-20-page4.txt: [('recom-', 'recom'), ('study-', 'study'), ('mem-', 'mem'), ('in-', 'in'), ('faith-', 'faith')]
PUR19201230-V20-20-page5.txt: [('perplex-', 'perplex'), ('-PACIFIC', 'PACIFIC'), ('-', ''), ('begin-', 'begin'), ('begin-', 'begin'), ('fin-', 'fin'), ('Is-', 'Is'), ('-a', 'a'), ('Mes-', 'Mes')]
PUR19201230-V20-20-page6.txt: [('COLPOR-', 'COLPOR'), ('pro-', 'pro'), ('Vol-', 'Vol'), ('repre-', 'repre'), ('stead-', 'stead'), ('Coun-', 'Coun'), ('Re-', 'Re')]
PUR19201230-V20-20-page7.txt: [('contin-', 'contin'), ('-', ''), ('subscrip-', 'subscrip'), ('or-', 'or'), ('in-', 'in'), ('No-', 'No'), ('mes-', 'mes'), ('inter-', 'inter'), ('reach-', 'reach'), ('re-', 're'), ('-', '')]
PUR19201230-V20-20-page8.txt: [('Office-', 'Office'), ('quota-', 'quota'), ('mis-', 'mis'), ('Christ-', 'Christ'), ('uninter-', 'uninter'), ('re-', 're'), ('en-', 'en'), ('com-', 'com'), ('Cali-', 'Cali'), ('Sun-', 'Sun'), ('greet-', 'greet')]
Check Correction 3¶
In [20]:
# %load shared_elements/summary.py
summary = reports.overview_report(directories['cycle'], spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/correction3 Average verified rate: 0.9690509552109996 Average of error rates: 0.03357273532015344 Total token count: 6525888
In [21]:
# %load shared_elements/top_errors.py
errors_summary = reports.get_errors_summary( summary )
reports.top_errors( errors_summary, 10 )[:50]
Out[21]:
[('e', 16622),
('w', 15057),
('m', 10895),
('g', 10535),
('f', 7294),
('r', 6630),
('d', 6494),
("'", 4979),
('t', 4426),
('n', 3127),
('th', 1481),
('x', 808),
('k', 691),
('re', 675),
('tion', 635),
('co', 590),
('u', 585),
("'the", 419),
('ords', 405),
('ence', 396),
('seventhday', 345),
('ment', 308),
('ference', 306),
('sabbathschool', 293),
('inter-mountain', 276),
('ex', 260),
('verah', 258),
('wm', 242),
("canvassers'", 229),
('ber', 228),
('ers', 224),
('pepperwood', 223),
('un', 214),
("'s", 203),
('z', 203),
('lb', 195),
('ple', 195),
("the'", 191),
('pa', 188),
('oo', 186),
('io', 181),
("''", 175),
('ly', 170),
('twentyfifth', 168),
('sionary', 165),
("'of", 163),
('mis', 160),
('al', 159),
('tions', 154),
("bookmen's", 153)]
Correction 4 -- Remove extra quotation marks¶
In [22]:
# %load shared_elements/replace_extra_quotation_marks.py
prev = cycle
cycle = "correction4"
directories = utilities.define_directories(prev, cycle, base_dir)
if not os.path.exists(directories['cycle']):
os.makedirs(directories['cycle'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
text = re.sub(r"[0-9,!?$:;&]", " ", content)
tokens = utilities.tokenize_text(text)
corrections = []
for token in tokens:
token_list = list(token)
last_char = token_list[-1]
if last_char is "'":
if len(token) > 1:
if token_list[-2] is 's' or 'S':
pass
else:
corrections.append((token, re.sub(r"'", r"", token)))
else:
pass
elif token[0] is "'":
corrections.append((token, re.sub(r"'", r"", token)))
else:
pass
if len(corrections) > 0:
print('{}: {}'.format(filename, corrections))
for correction in corrections:
content = clean.replace_pair(correction, content)
else:
pass
with open(join(directories['cycle'], filename), mode="w") as o:
o.write(content)
o.close()
PUR19010801-V01-01-page1.txt: [("'Christ.", 'Christ.'), ("'of", 'of')]
PUR19010801-V01-01-page11.txt: [("'also.", 'also.')]
PUR19010801-V01-01-page12.txt: [("'I'.", 'I.')]
PUR19010801-V01-01-page14.txt: [("'Sacramento", 'Sacramento')]
PUR19010801-V01-01-page15.txt: [("'Thurston", 'Thurston'), ("'borne", 'borne')]
PUR19010801-V01-01-page16.txt: [("'just", 'just')]
PUR19010801-V01-01-page2.txt: [("'All", 'All'), ("'stand", 'stand')]
PUR19010801-V01-01-page3.txt: [("'Cursed", 'Cursed'), ("'is", 'is'), ("'t", 't')]
PUR19010801-V01-01-page4.txt: [("'There", 'There'), ("'Three", 'Three')]
PUR19010801-V01-01-page8.txt: [("'Advent", 'Advent'), ("'by", 'by')]
PUR19010815-V01-02-page1.txt: [("'is", 'is'), ("'a", 'a'), ("'same", 'same'), ("'be", 'be'), ("'to", 'to'), ("'Ye", 'Ye'), ("'they", 'they'), ("'do", 'do')]
PUR19010815-V01-02-page13.txt: [("'before.", 'before.')]
PUR19010815-V01-02-page15.txt: [("'F.", 'F.')]
PUR19010815-V01-02-page16.txt: [("'Daniel", 'Daniel')]
PUR19010815-V01-02-page2.txt: [("'others", 'others'), ("'Thou", 'Thou')]
PUR19010815-V01-02-page4.txt: [("'to", 'to')]
PUR19010815-V01-02-page5.txt: [("'Oregon", 'Oregon'), ("'be", 'be')]
PUR19010815-V01-02-page9.txt: [("'YOUNG", 'YOUNG')]
PUR19010829-V01-03-page2.txt: [("'over", 'over'), ("'and", 'and')]
PUR19010829-V01-03-page3.txt: [("'speech-making", 'speech-making'), ("'theme", 'theme'), ("'to", 'to')]
PUR19010829-V01-03-page4.txt: [("'Rauleder", 'Rauleder')]
PUR19010829-V01-03-page7.txt: [("'oN", 'oN')]
PUR19010912-V01-04-page10.txt: [("'questions", 'questions')]
PUR19010912-V01-04-page12.txt: [("'-", '-')]
PUR19010912-V01-04-page13.txt: [("'brought", 'brought')]
PUR19010912-V01-04-page14.txt: [("'and", 'and')]
PUR19010912-V01-04-page2.txt: [("'as", 'as')]
PUR19010912-V01-04-page9.txt: [("'Tulare", 'Tulare')]
PUR19010926-V01-05-page1.txt: [("'failure.", 'failure.')]
PUR19010926-V01-05-page10.txt: [("'some", 'some')]
PUR19010926-V01-05-page11.txt: [("'Good", 'Good'), ("'Who", 'Who'), ("'The", 'The'), ("'Review", 'Review'), ("'Missionary", 'Missionary'), ("'Good", 'Good')]
PUR19010926-V01-05-page12.txt: [("'people", 'people')]
PUR19010926-V01-05-page15.txt: [("'Use", 'Use')]
PUR19010926-V01-05-page16.txt: [("'a", 'a'), ("'M.", 'M.'), ("'nineteen.", 'nineteen.'), ("'whom", 'whom'), ("'island", 'island')]
PUR19010926-V01-05-page2.txt: [("'reproach", 'reproach'), ("'Then", 'Then'), ("'the", 'the')]
PUR19010926-V01-05-page3.txt: [("'done", 'done'), ("'A", 'A')]
PUR19010926-V01-05-page6.txt: [("'ask", 'ask')]
PUR19010926-V01-05-page7.txt: [("'PACIFIC", 'PACIFIC')]
PUR19011010-V01-06-page1.txt: [("'and", 'and')]
PUR19011010-V01-06-page14.txt: [("'spend", 'spend')]
PUR19011010-V01-06-page15.txt: [("'a", 'a')]
PUR19011010-V01-06-page9.txt: [("'fice", 'fice')]
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PUR19201111-V20-13-page2.txt: [("'earnestly", 'earnestly')]
PUR19201111-V20-13-page5.txt: [("'partial", 'partial')]
PUR19201111-V20-13-page6.txt: [("'all", 'all'), ("'to", 'to')]
PUR19201111-V20-13-page7.txt: [("'Dear", 'Dear')]
PUR19201118-V20-14-page1.txt: [("'connection", 'connection')]
PUR19201118-V20-14-page2.txt: [("'Perfect", 'Perfect'), ("'I", 'I')]
PUR19201118-V20-14-page4.txt: [("'Some", 'Some'), ("'Signs", 'Signs'), ("'fold", 'fold'), ("'Signs", 'Signs')]
PUR19201118-V20-14-page5.txt: [("'paper", 'paper')]
PUR19201118-V20-14-page7.txt: [("'insertion", 'insertion'), ("'Utah", 'Utah')]
PUR19201125-V20-15-page2.txt: [("'falling", 'falling'), ("'Verily", 'Verily')]
PUR19201125-V20-15-page3.txt: [("'Answer", 'Answer')]
PUR19201125-V20-15-page4.txt: [("'meeting", 'meeting')]
PUR19201125-V20-15-page8.txt: [("'Dung", 'Dung'), ("'Signs", 'Signs')]
PUR19201202-V20-16-page2.txt: [("'See", 'See'), ("'whether", 'whether')]
PUR19201202-V20-16-page4.txt: [("'Big", 'Big')]
PUR19201209-V20-17-page2.txt: [("'of", 'of')]
PUR19201209-V20-17-page3.txt: [("'departments", 'departments')]
PUR19201209-V20-17-page5.txt: [("'Tree", 'Tree'), ("'revivalmeetings.", 'revivalmeetings.')]
PUR19201209-V20-17-page6.txt: [("'The", 'The')]
PUR19201209-V20-17-page7.txt: [("'eXtra", 'eXtra'), ("'ethitairt", 'ethitairt')]
PUR19201216-V20-18-page1.txt: [("'latter", 'latter'), ("''The", 'The')]
PUR19201216-V20-18-page2.txt: [("'Steps", 'Steps')]
PUR19201216-V20-18-page6.txt: [("'Signs", 'Signs'), ("'and", 'and'), ("'Signs", 'Signs')]
PUR19201216-V20-18-page7.txt: [("'Referenees", 'Referenees'), ("'information", 'information')]
PUR19201223-V20-19-page2.txt: [("'instant", 'instant'), ("'continue", 'continue'), ("'sober", 'sober'), ("'In", 'In'), ("'praying", 'praying')]
PUR19201223-V20-19-page3.txt: [("'Try", 'Try'), ("'suffering", 'suffering')]
PUR19201230-V20-20-page2.txt: [("'Many", 'Many')]
PUR19201230-V20-20-page3.txt: [("'Watch", 'Watch'), ("'a", 'a'), ("'largest", 'largest')]
PUR19201230-V20-20-page4.txt: [("'should", 'should')]
PUR19201230-V20-20-page5.txt: [("'information", 'information')]
PUR19201230-V20-20-page6.txt: [("'Again", 'Again'), ("'And", 'And'), ("'help", 'help'), ("'card", 'card')]
PUR19201230-V20-20-page8.txt: [("'Sow", 'Sow')]
Check Correction 4¶
In [23]:
# %load shared_elements/summary.py
summary = reports.overview_report(directories['cycle'], spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/correction4 Average verified rate: 0.9701592452818625 Average of error rates: 0.032458542342874 Total token count: 6526410
In [24]:
# %load shared_elements/top_errors.py
errors_summary = reports.get_errors_summary( summary )
reports.top_errors( errors_summary, 10 )[:50]
Out[24]:
[('e', 16628),
('w', 15069),
('m', 10905),
('g', 10538),
('f', 7305),
('r', 6635),
('d', 6503),
("'", 4848),
('t', 4462),
('n', 3139),
('th', 1483),
('x', 809),
('k', 691),
('re', 677),
('tion', 635),
('co', 596),
('u', 586),
('ords', 406),
('ence', 397),
('seventhday', 345),
('ment', 308),
('ference', 306),
('sabbathschool', 293),
('inter-mountain', 276),
('ex', 260),
('verah', 258),
('wm', 242),
("canvassers'", 229),
('ber', 228),
('ers', 224),
('pepperwood', 223),
('un', 214),
('z', 204),
('lb', 195),
('ple', 195),
('pa', 194),
("the'", 189),
('oo', 186),
('io', 181),
('ly', 170),
('twentyfifth', 168),
("''", 165),
('sionary', 165),
('al', 162),
('mis', 160),
('tions', 154),
('mo', 149),
("bookmen's", 149),
("colporteurs'", 144),
('ft', 144)]
Correction 5 -- Rejoin Split Words¶
In [25]:
# %load shared_elements/rejoin_split_words.py
prev = cycle
cycle = "correction5"
directories = utilities.define_directories(prev, cycle, base_dir)
if not os.path.exists(directories['cycle']):
os.makedirs(directories['cycle'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
text = re.sub(r"[0-9,!?$:;&]", " ", content)
tokens = utilities.tokenize_text(text)
errors = reports.identify_errors(tokens, spelling_dictionary)
replacements = clean.check_if_stem(errors, spelling_dictionary, tokens, get_prior=False)
if len(replacements) > 0:
print('{}: {}'.format(filename, replacements))
for replacement in replacements:
content = clean.replace_split_words(replacement, content)
else:
pass
with open(join(directories['cycle'], filename), mode="w") as o:
o.write(content)
o.close()
PUR19010801-V01-01-page10.txt: [('HEALDS', 'BURG'), ('RE', 'CORDER')]
PUR19010801-V01-01-page11.txt: [('MIS', 'SIONARY')]
PUR19010801-V01-01-page14.txt: [('Wilk', 'eson'), ('Tra', 'ver')]
PUR19010801-V01-01-page15.txt: [('Os', 'borne')]
PUR19010815-V01-02-page12.txt: [('artifi', 'cial')]
PUR19010815-V01-02-page15.txt: [('SU', 'PERINTENDENTS')]
PUR19010829-V01-03-page1.txt: [('te', 't')]
PUR19010829-V01-03-page7.txt: [('ro', 'C')]
PUR19010912-V01-04-page2.txt: [('WOME', 'n')]
PUR19010912-V01-04-page3.txt: [('Ex', 'ecutive')]
PUR19010912-V01-04-page6.txt: [('ren', 'in')]
PUR19010926-V01-05-page1.txt: [('mis', 'takes')]
PUR19010926-V01-05-page12.txt: [('fo', 'r')]
PUR19011024-V01-07-page12.txt: [('Cre', 'We')]
PUR19011024-V01-07-page13.txt: [('ASSOCIA', 'TION')]
PUR19011024-V01-07-page14.txt: [('Co', 'D')]
PUR19011024-V01-07-page15.txt: [('CORRE', 'SPONDENCE')]
PUR19011107-V01-08-page12.txt: [('WI', 'Z'), ('CORRE', 'SPONDENCE'), ('CO', 'in')]
PUR19011107-V01-08-page8.txt: [('RECOR', 'DER')]
PUR19011121-V01-09-page14.txt: [('CORRE', 'SPONDENCE')]
PUR19011121-V01-09-page6.txt: [('accom', 'Modate')]
PUR19011121-V01-09-page9.txt: [('invi', 'tation')]
PUR19011205-V01-10-page15.txt: [('CORRE', 'SPONDENCE')]
PUR19011219-V01-11-page12.txt: [('Bu', 'chanan')]
PUR19011219-V01-11-page14.txt: [('ol', 'a')]
PUR19011219-V01-11-page16.txt: [('wh', 'ere')]
PUR19020102-V01-12-page15.txt: [('CORRE', 'SPONDENCE')]
PUR19020102-V01-12-page2.txt: [('re', 'striction')]
PUR19020116-V01-13-page1.txt: [('ORGANI', 'ZATION')]
PUR19020116-V01-13-page12.txt: [('HEALDS', 'BURG'), ('HONO', 'LULU')]
PUR19020116-V01-13-page14.txt: [('CORRE', 'SPONDENCE')]
PUR19020116-V01-13-page2.txt: [('re', 'form')]
PUR19020116-V01-13-page5.txt: [('PA', 'CIFIC')]
PUR19020116-V01-13-page9.txt: [('PRINCI', 'PLES')]
PUR19020130-V01-14-page15.txt: [('MIS', 'SIONARIES')]
PUR19020130-V01-14-page16.txt: [('Baluchist', 'an'), ('reat', 'a')]
PUR19020213-V01-15-page14.txt: [('enj', 'oying')]
PUR19020213-V01-15-page7.txt: [('RE', 'PORTS')]
PUR19020313-V01-16-page12.txt: [('POR', 'TER')]
PUR19020313-V01-16-page13.txt: [('re', 'study'), ('natu', 're')]
PUR19020327-V01-17-page20.txt: [('COUN', 'SELORS')]
PUR19020327-V01-17-page6.txt: [('SANITA', 'RIUM')]
PUR19020327-V01-17-page7.txt: [('al', 'A')]
PUR19020410-V01-18-page1.txt: [('conversa', 'tion'), ('RE', 'CORDER')]
PUR19020410-V01-18-page14.txt: [('RECOR', 'DER')]
PUR19020410-V01-18-page6.txt: [('SCANDINA', 'VIANS')]
PUR19020424-V01-19-page13.txt: [('NA', 'RY')]
PUR19020424-V01-19-page16.txt: [('HOROLOG', 'ICAL')]
PUR19020424-V01-19-page8.txt: [('pr', 'ayers')]
PUR19020508-V01-20-page1.txt: [('chil', 'dren'), ('INSTITU', 'TIONS')]
PUR19020508-V01-20-page12.txt: [('re', 'Address')]
PUR19020508-V01-20-page14.txt: [('HEALDS', 'BURG')]
PUR19020508-V01-20-page3.txt: [('th', 'at')]
PUR19020508-V01-20-page7.txt: [('op', 'portunities')]
PUR19020508-V01-20-page8.txt: [('ARI', 'ZONA')]
PUR19020522-V01-21-page12.txt: [('AMBASSA', 'DORS')]
PUR19020605-V01-22-page11.txt: [('co', 'operation')]
PUR19020605-V01-22-page15.txt: [('ro', 'o')]
PUR19020619-V01-23-page9.txt: [('RECOMMENDATI', 'ONS')]
PUR19020703-V01-24-page13.txt: [('physici', 'an')]
PUR19020703-V01-24-page16.txt: [('MONTAN', 'A')]
PUR19020717-V01-25-page10.txt: [('GRADU', 'ATION')]
PUR19020717-V01-25-page12.txt: [('manag', 'ers'), ('Asso', 'ciation')]
PUR19020731-V01-26-page13.txt: [('al', 'i'), ('MIS', 'SIONARY')]
PUR19020731-V01-26-page15.txt: [('th', 'oth')]
PUR19020814-V02-01-page13.txt: [('ASSOCIA', 'TION')]
PUR19020814-V02-01-page14.txt: [('ro', 'o')]
PUR19020828-V02-02-page14.txt: [('Po', 'i'), ('re', 'F')]
PUR19020828-V02-02-page15.txt: [('AP', 'PEALS')]
PUR19020828-V02-02-page5.txt: [('ASSO', 'CIATION')]
PUR19020828-V02-02-page8.txt: [('ASSOCI', 'ATION'), ('PEO', "PLE'S")]
PUR19020925-V02-04-page11.txt: [('encou', 'raging')]
PUR19020925-V02-04-page4.txt: [('ac', 'He'), ('Al', 'way')]
PUR19021023-V02-06-page12.txt: [('mis', 'sionary')]
PUR19021106-V02-07-page3.txt: [('Missionar', 'y')]
PUR19021120-V02-08-page14.txt: [('dili', 'gence')]
PUR19021120-V02-08-page15.txt: [('ADOLES', 'CENCE')]
PUR19021218-V02-10-page14.txt: [('sa', 'fe')]
PUR19021218-V02-10-page15.txt: [('Fi', 'ne'), ('re', 'train')]
PUR19021218-V02-10-page6.txt: [('NOVEM', 'BER')]
PUR19030101-V02-11-page11.txt: [('Pa', 'cific')]
PUR19030101-V02-11-page15.txt: [('RECOR', 'DER')]
PUR19030101-V02-11-page8.txt: [('CH', 'S'), ('Prelu', 'de')]
PUR19030115-V02-12-page12.txt: [('Po', 'o')]
PUR19030115-V02-12-page5.txt: [('th', 'at')]
PUR19030212-V02-14-page11.txt: [('re', 'Marks')]
PUR19030212-V02-14-page15.txt: [('IL', 'E')]
PUR19030212-V02-14-page7.txt: [('ro', 'Jo')]
PUR19030226-V02-15-page1.txt: [('condi', 'tion')]
PUR19030226-V02-15-page10.txt: [('RECOR', 'DER')]
PUR19030226-V02-15-page11.txt: [('ex', 'periences')]
PUR19030226-V02-15-page7.txt: [('fo', 'r')]
PUR19030312-V02-16-page4.txt: [('th', 'ough')]
PUR19030326-V02-17-page15.txt: [('Co', 'Co'), ('M.', '')]
PUR19030326-V02-17-page8.txt: [('contin', 'ue')]
PUR19030423-V02-18-page1.txt: [('RE', 'CORDER')]
PUR19030423-V02-18-page14.txt: [('encour', 'agement')]
PUR19030509-V02-19-page12.txt: [('co', 'per')]
PUR19030509-V02-19-page9.txt: [('tal', 'ks')]
PUR19030521-V02-20-page10.txt: [('al', 'A')]
PUR19030521-V02-20-page15.txt: [('ro', 'o'), ('re', 'E')]
PUR19030604-V02-21-page10.txt: [('em', 'ployment')]
PUR19030604-V02-21-page11.txt: [('Co', 'to')]
PUR19030604-V02-21-page15.txt: [('RECOR', 'DER')]
PUR19030604-V02-21-page3.txt: [('Obje', 'ct')]
PUR19030604-V02-21-page4.txt: [('pa', 't')]
PUR19030604-V02-21-page6.txt: [('re', 'Member')]
PUR19030618-V02-22-page11.txt: [('AP', 'PARENT')]
PUR19030618-V02-22-page14.txt: [('zo', 'o')]
PUR19030618-V02-22-page8.txt: [('preced', 'ing')]
PUR19030702-V02-23-page16.txt: [('privi', 'lege')]
PUR19030702-V02-23-page9.txt: [('ple', 'ad')]
PUR19030813-V03-01-page7.txt: [('ful', 'as')]
PUR19030827-V03-02-page16.txt: [('Septem', 'ber')]
PUR19030827-V03-02-page5.txt: [('es', 'cape')]
PUR19030924-V03-04-page12.txt: [('ac', 'cording')]
PUR19031008-V03-05-page3.txt: [('Mc', 'Minnville')]
PUR19031008-V03-05-page6.txt: [('Mcf', 'All')]
PUR19031008-V03-05-page7.txt: [('Co', 'G'), ('PA', 'TRIARCHS')]
PUR19031022-V03-06-page11.txt: [('Syd', 'ney')]
PUR19031105-V03-07-page11.txt: [('ASSO', 'CIATION'), ('tri', 'o'), ('PA', 'CIFIC')]
PUR19031105-V03-07-page2.txt: [('co', 'laborers')]
PUR19031119-V03-08-page10.txt: [('co', 'operation')]
PUR19031119-V03-08-page2.txt: [('centraliza', 'tion')]
PUR19031119-V03-08-page6.txt: [('co', 'operation')]
PUR19031119-V03-08-page7.txt: [('imme', 'diately')]
PUR19031203-V03-09-page10.txt: [('co', 'operate')]
PUR19031203-V03-09-page2.txt: [('CENTRALIZA', 'TION')]
PUR19031203-V03-09-page6.txt: [('co', 'operate')]
PUR19031217-V03-10-page10.txt: [('Re', 'view')]
PUR19031217-V03-10-page12.txt: [('Thoug', 'h')]
PUR19031217-V03-10-page13.txt: [('co', 'operation')]
PUR19031217-V03-10-page9.txt: [('Re', 'view')]
PUR19040128-V03-13-page12.txt: [('co', 'operation')]
PUR19040128-V03-13-page15.txt: [('pre', 'sented')]
PUR19040128-V03-13-page5.txt: [('MI', 'NISTERS')]
PUR19040211-V03-14-page6.txt: [('PRI', 'MARY')]
PUR19040225-V03-15-page10.txt: [('ES', 'TABLISHED')]
PUR19040225-V03-15-page11.txt: [('comin', 'g')]
PUR19040225-V03-15-page12.txt: [('tem', 'poral')]
PUR19040225-V03-15-page15.txt: [('co', 'operate')]
PUR19040225-V03-15-page16.txt: [('th', 'at'), ('Da', 'Silva')]
PUR19040310-V03-16-page11.txt: [('th', 'at')]
PUR19040310-V03-16-page9.txt: [('re', 'Quite'), ('fi', 're')]
PUR19040324-V03-17-page10.txt: [('co', 'p')]
PUR19040324-V03-17-page14.txt: [('Californ', 'ia')]
PUR19040324-V03-17-page15.txt: [('Compan', 'ies'), ('fl', 'A')]
PUR19040324-V03-17-page16.txt: [('re', 'creation')]
PUR19040324-V03-17-page9.txt: [('RECOR', 'DER')]
PUR19040407-V03-18-page13.txt: [('re', 'port'), ('espe', 'cially')]
PUR19040407-V03-18-page15.txt: [('co', 'worker')]
PUR19040407-V03-18-page16.txt: [('RECOR', 'DER')]
PUR19040407-V03-18-page3.txt: [('co', 'operate')]
PUR19040407-V03-18-page7.txt: [('co', 'operation')]
PUR19040407-V03-18-page8.txt: [('ro', 'per'), ('co', 'operate')]
PUR19040421-V03-19-page1.txt: [('teache', 'rs')]
PUR19040421-V03-19-page10.txt: [('re', 'Member')]
PUR19040421-V03-19-page11.txt: [('RECO', 'RDER')]
PUR19040421-V03-19-page12.txt: [('co', 'operate')]
PUR19040421-V03-19-page5.txt: [('prerequi', 'site')]
PUR19040421-V03-19-page7.txt: [('wo', 'rketh')]
PUR19040421-V03-19-page8.txt: [('ABILITI', 'ES')]
PUR19040505-V03-20-page11.txt: [('co', 'operation')]
PUR19040505-V03-20-page12.txt: [('MI', 'o')]
PUR19040505-V03-20-page14.txt: [('prais', 'e')]
PUR19040505-V03-20-page6.txt: [('co', 'laborers')]
PUR19040519-V03-21-page1.txt: [('hayin', 'g'), ('VO', 'L')]
PUR19040519-V03-21-page13.txt: [('ro', 'o')]
PUR19040519-V03-21-page8.txt: [('re', 'check')]
PUR19040519-V03-21-page9.txt: [('co', 'operation')]
PUR19040602-V03-22-page4.txt: [('co', 'operate')]
PUR19040616-V03-24-page8.txt: [('co', 'operation')]
PUR19040623-V03-25-page2.txt: [('Pacifi', 'c')]
PUR19040623-V03-25-page7.txt: [('co', 'o')]
PUR19040630-V03-26-page2.txt: [('ENT', 'ICES'), ('co', 'operation')]
PUR19040630-V03-26-page7.txt: [('Kellog', 'g')]
PUR19040707-V03-27-page5.txt: [('RECOR', 'DER')]
PUR19040707-V03-27-page8.txt: [('co', 'workers')]
PUR19040714-V03-28-page4.txt: [('co', 'operation'), ('pa', 'ssing')]
PUR19040714-V03-28-page6.txt: [('re', 'read'), ('co', 'operate')]
PUR19040721-V03-29-page4.txt: [('ti', 'to')]
PUR19040728-V03-30-page6.txt: [('co', 'operation')]
PUR19040728-V03-30-page7.txt: [('re', 'examination')]
PUR19040728-V03-30-page8.txt: [('re', 'member'), ('co', 'operation')]
PUR19040804-V04-01-page4.txt: [('se', 'As')]
PUR19040804-V04-01-page5.txt: [('tri', 'o')]
PUR19040804-V04-01-page7.txt: [('co', 'operative')]
PUR19040811-V04-02-page1.txt: [('co', 'laborers')]
PUR19040825-V04-04-page1.txt: [('co', 'operation'), ('pand', 'it')]
PUR19040825-V04-04-page5.txt: [('co', 'operate')]
PUR19040825-V04-04-page6.txt: [('re', 'converted')]
PUR19040825-V04-04-page7.txt: [('re', 'member'), ('Conferen', 'ce')]
PUR19040901-V04-05-page5.txt: [('re', 'baptized')]
PUR19040908-V04-06-page1.txt: [('co', 'operation')]
PUR19040915-V04-07-page6.txt: [('co', 'operation')]
PUR19040922-V04-08-page5.txt: [('re', 'quested')]
PUR19040929-V04-09-page7.txt: [('Ma', 'n')]
PUR19041006-V04-10-page4.txt: [('co', 'operating')]
PUR19041013-V04-11-page2.txt: [('co', 'partner')]
PUR19041013-V04-11-page8.txt: [('co', 'operate')]
PUR19041020-V04-12-page2.txt: [('co', 'operate'), ('cl', 'ing')]
PUR19041020-V04-12-page7.txt: [('co', 'operate')]
PUR19041027-V04-13-page4.txt: [('Re', 'g')]
PUR19041027-V04-13-page7.txt: [('OD', 'Our')]
PUR19041027-V04-13-page8.txt: [('op', 'portunity')]
PUR19041103-V04-14-page4.txt: [('re', 'gularly')]
PUR19041103-V04-14-page5.txt: [('RECOR', 'DER')]
PUR19041110-V04-15-page2.txt: [('co', 'operation')]
PUR19041124-V04-18-page3.txt: [('incon', 'sistent')]
PUR19041124-V04-18-page5.txt: [('RECOR', 'DER')]
PUR19041208-V04-20-page1.txt: [('SPAK', 'E')]
PUR19041208-V04-20-page3.txt: [('representa', 'tive')]
PUR19041208-V04-20-page5.txt: [('al', 'ready'), ('co', 'operation')]
PUR19041208-V04-20-page8.txt: [('suc', 'cesses')]
PUR19050112-V04-25-page1.txt: [('sacrific', 'ing')]
PUR19050112-V04-25-page4.txt: [('re', 'quired')]
PUR19050119-V04-26-page1.txt: [('mo', 'ment')]
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PUR19180905-V18-05-page2.txt: [('Diffen', 'bacher'), ('IL', 'L')]
PUR19180905-V18-05-page7.txt: [('re', 'christened')]
PUR19180912-V18-06-page2.txt: [('co', 'operate')]
PUR19180912-V18-06-page7.txt: [('wi', 'de')]
PUR19180919-V18-07-page4.txt: [('co', 'operate')]
PUR19180919-V18-07-page6.txt: [('re', 'echo'), ('ex', 'It')]
PUR19180926-V18-08-page1.txt: [('presente', 'd')]
PUR19180926-V18-08-page2.txt: [('ren', 'in'), ('re', 'I')]
PUR19180926-V18-08-page7.txt: [('G.', '')]
PUR19181003-V18-09-page3.txt: [('Ari', 'zona')]
PUR19181003-V18-09-page6.txt: [('ex', 'amination')]
PUR19181017-V18-11-page8.txt: [('re', 'In'), ('mis', 'Does')]
PUR19181031-V18-13-page1.txt: [('co', 'operate')]
PUR19181031-V18-13-page3.txt: [('co', 'operation'), ('Mc', 'Kinleyville')]
PUR19181031-V18-13-page7.txt: [('EX', 'tracts')]
PUR19181107-V18-14-page1.txt: [('co', 'operate')]
PUR19181114-V18-15-page6.txt: [('re', 'opens'), ('Re', 'Opening')]
PUR19181121-V18-16-page1.txt: [('re', 'ligious')]
PUR19181121-V18-16-page8.txt: [('Wa', 'ft')]
PUR19181128-V18-17-page1.txt: [('chil', 'dren')]
PUR19181128-V18-17-page2.txt: [('litera', 'List')]
PUR19181128-V18-17-page6.txt: [('ren', 'in'), ('ma', 'Linda')]
PUR19181212-V18-19-page3.txt: [('re', 'C')]
PUR19181212-V18-19-page5.txt: [('re', 'A'), ('benefi', 'cence')]
PUR19181219-V18-20-page1.txt: [('ses', 'sions')]
PUR19181226-V18-21-page4.txt: [('co', 'operation')]
PUR19181226-V18-21-page5.txt: [('em', 'PlOying')]
PUR19190102-V18-22-page7.txt: [('Califo', 'rnia')]
PUR19190109-V18-23-page5.txt: [('Pa', 'S')]
PUR19190109-V18-23-page7.txt: [('re', 'work'), ('om', 'a'), ('un', 'I'), ('ADVERTISEM', 'ENTS')]
PUR19190109-V18-23-page8.txt: [('Pre', 'Medical')]
PUR19190116-V18-24-page1.txt: [('ca', 'me')]
PUR19190116-V18-24-page2.txt: [('un', 'to')]
PUR19190116-V18-24-page6.txt: [('re', 'but')]
PUR19190116-V18-24-page7.txt: [('G.', ''), ('ex', 'claimed')]
PUR19190123-V18-25-page1.txt: [('co', 'operation')]
PUR19190123-V18-25-page4.txt: [('es', 'to')]
PUR19190123-V18-25-page8.txt: [('rA', 'ft')]
PUR19190130-V18-26-page4.txt: [('co', 'operation')]
PUR19190130-V18-26-page5.txt: [('co', 'operation')]
PUR19190130-V18-26-page7.txt: [('th', 'at')]
PUR19190206-V18-27-page7.txt: [('M.', '')]
PUR19190206-V18-27-page8.txt: [('re', 'print')]
PUR19190220-V18-29-page1.txt: [('clasSe', 's')]
PUR19190220-V18-29-page4.txt: [('co', 'operation')]
PUR19190227-V18-30-page1.txt: [('co', 'operated')]
PUR19190227-V18-30-page3.txt: [('co', 'operation')]
PUR19190227-V18-30-page6.txt: [('circula', 'ted')]
PUR19190227-V18-30-page8.txt: [('DA', 'Y')]
PUR19190306-V18-31-page1.txt: [('pre', 'vail')]
PUR19190306-V18-31-page5.txt: [('re', 'in')]
PUR19190306-V18-31-page6.txt: [('Willia', 'm')]
PUR19190306-V18-31-page7.txt: [('G.', '')]
PUR19190313-V18-32-page3.txt: [('Pre', 's')]
PUR19190313-V18-32-page4.txt: [('nee', 'ly')]
PUR19190313-V18-32-page7.txt: [('re', 'enter')]
PUR19190320-V18-33-page7.txt: [('re', 'G'), ('co', 'operation')]
PUR19190327-V18-34-page3.txt: [('Ari', 'zona'), ('ex', 'Ceeded')]
PUR19190327-V18-34-page6.txt: [('fre', 'quently')]
PUR19190403-V18-35-page3.txt: [('re', 'Assembly')]
PUR19190410-V18-36-page1.txt: [('co', 'operate')]
PUR19190410-V18-36-page4.txt: [('Painte', 'r')]
PUR19190410-V18-36-page7.txt: [('G.', '')]
PUR19190417-V18-37-page5.txt: [('ac', 'complished')]
PUR19190417-V18-37-page6.txt: [('re', 'copies')]
PUR19190424-V18-38-page3.txt: [('re', 'A')]
PUR19190424-V18-38-page6.txt: [('co', 'operation')]
PUR19190424-V18-38-page7.txt: [('peo', 'A')]
PUR19190424-V18-38-page8.txt: [('re', 'read')]
PUR19190501-V18-39-page1.txt: [('th', 'is')]
PUR19190501-V18-39-page2.txt: [('ti', 'the')]
PUR19190501-V18-39-page5.txt: [('UN', 'ION')]
PUR19190515-V18-41-page2.txt: [('th', 'at')]
PUR19190522-V18-42-page1.txt: [('tri', 'weekly')]
PUR19190522-V18-42-page2.txt: [('RECORDE', 'R')]
PUR19190522-V18-42-page6.txt: [('accompa', 'nies')]
PUR19190529-V18-43-page1.txt: [('re', 'A')]
PUR19190529-V18-43-page2.txt: [('re', 'cent')]
PUR19190605-V18-44-page8.txt: [('co', 'operative')]
PUR19190612-V18-45-page7.txt: [('G.', '')]
PUR19190619-V18-46-page3.txt: [('atten', 'd')]
PUR19190619-V18-46-page5.txt: [('co', 'operate')]
PUR19190619-V18-46-page6.txt: [('re', 'union')]
PUR19190619-V18-46-page7.txt: [('ac', 'credited')]
PUR19190626-V18-47-page2.txt: [('co', 'operate')]
PUR19190626-V18-47-page3.txt: [('pre', 'eminently')]
PUR19190626-V18-47-page6.txt: [('co', 'operation')]
PUR19190626-V18-47-page7.txt: [('adver', 'tising')]
PUR19190710-V18-49-page3.txt: [('circ', 'e')]
PUR19190717-V18-50-page2.txt: [('co', 'laborers')]
PUR19190717-V18-50-page8.txt: [('Si', 'C')]
PUR19190724-V18-51-page4.txt: [('Pa', 'W')]
PUR19190724-V18-51-page7.txt: [('Mc', 'Henry')]
PUR19190724-V18-51-page8.txt: [('co', 'operation'), ('Reco', 'rder')]
PUR19190731-V18-52-page1.txt: [('pleasu', 're'), ('Mc', 'Reynolds')]
PUR19190731-V18-52-page2.txt: [('se', 'cure'), ('al', 'I'), ('co', 'operation')]
PUR19190807-V19-01-page7.txt: [('Wil', 'son'), ('ac', 'companies')]
PUR19190814-V19-02-page2.txt: [('co', 'operation'), ('ple', 'a')]
PUR19190814-V19-02-page7.txt: [('ac', 'count')]
PUR19190814-V19-02-page8.txt: [('Califor', 'nia')]
PUR19190821-V19-03-page3.txt: [('co', 'operation')]
PUR19190821-V19-03-page8.txt: [('secre', 'tary')]
PUR19190904-V19-04-page1.txt: [('re', 'People')]
PUR19190904-V19-04-page4.txt: [('re', 'arrange'), ('co', 'operate')]
PUR19190904-V19-04-page6.txt: [('Co', 'operation'), ('co', 'operation')]
PUR19190911-V19-05-page7.txt: [('Mc', 'Kenzie'), ('un', 'Wanted')]
PUR19190918-V19-06-page4.txt: [('re', 'port')]
PUR19190918-V19-06-page5.txt: [('co', 'operate')]
PUR19190925-V19-07-page3.txt: [('co', 'operation')]
PUR19190925-V19-07-page4.txt: [('Moff', 'it')]
PUR19191002-V19-08-page1.txt: [("isn'", 't')]
PUR19191002-V19-08-page2.txt: [('Pr', 'ut')]
PUR19191002-V19-08-page3.txt: [('assig', 'ned')]
PUR19191002-V19-08-page5.txt: [("world'", 's')]
PUR19191002-V19-08-page6.txt: [('co', 'laborer'), ('bi', 'weekly')]
PUR19191016-V19-10-page6.txt: [('li', 'fe')]
PUR19191023-V19-11-page2.txt: [('peo', 'A')]
PUR19191106-V19-13-page3.txt: [('co', 'operation')]
PUR19191106-V19-13-page5.txt: [('sugges', 'tions')]
PUR19191120-V19-15-page4.txt: [('FINAN', 'CIAL')]
PUR19191120-V19-15-page5.txt: [('ent', 'H'), ('co', 'operate')]
PUR19191120-V19-15-page6.txt: [('Harve', 'st')]
PUR19191120-V19-15-page7.txt: [('Emer', 'son'), ('al', 'D')]
PUR19191127-V19-16-page6.txt: [('al', 'to')]
PUR19191127-V19-16-page7.txt: [('co', 'operation'), ('giv', 'ing')]
PUR19191204-V19-17-page7.txt: [('G.', '')]
PUR19191211-V19-18-page2.txt: [('co', 'workers')]
PUR19191211-V19-18-page6.txt: [('chil', 'dren')]
PUR19191211-V19-18-page7.txt: [('G.', '')]
PUR19191211-V19-18-page8.txt: [('co', 'operate'), ('M.', '')]
PUR19191218-V19-19-page6.txt: [('re', 'ports')]
PUR19191218-V19-19-page7.txt: [('G.', ''), ('un', 'I')]
PUR19191225-V19-20-page2.txt: [('th', 'e'), ('se', 'ction'), ('pa', 'yable')]
PUR19191225-V19-20-page5.txt: [('re', 'Press'), ('measu', 're')]
PUR19191225-V19-20-page7.txt: [('G.', '')]
PUR19200101-V19-21-page5.txt: [('peo', 'Ple')]
PUR19200101-V19-21-page7.txt: [('G.', '')]
PUR19200101-V19-21-page8.txt: [('Br', 'oth')]
PUR19200108-V19-22-page1.txt: [('co', 'operation')]
PUR19200108-V19-22-page3.txt: [('Ne', 'vada')]
PUR19200108-V19-22-page5.txt: [('DEDI', 'CATED')]
PUR19200108-V19-22-page7.txt: [('re', 'election')]
PUR19200115-V19-23-page1.txt: [('re', 'port'), ('co', 'oper')]
PUR19200115-V19-23-page3.txt: [('th', 'ree')]
PUR19200122-V19-24-page3.txt: [('ry', 'a')]
PUR19200122-V19-24-page8.txt: [('co', 'operate')]
PUR19200129-V19-25-page2.txt: [('co', 'opery')]
PUR19200129-V19-25-page4.txt: [('co', 'operate'), ('CO', 'OPERATION')]
PUR19200129-V19-25-page6.txt: [('MIS', 'SIONARY')]
PUR19200205-V19-26-page2.txt: [('co', 'operation'), ('ment', 'on')]
PUR19200212-V19-27-page2.txt: [('co', 'operation')]
PUR19200212-V19-27-page5.txt: [('INGA', 'THERING')]
PUR19200212-V19-27-page7.txt: [('G.', '')]
PUR19200226-V19-28-page11.txt: [('co', 'operation')]
PUR19200226-V19-28-page2.txt: [('hou', 'se'), ('Se', 'rna')]
PUR19200226-V19-28-page5.txt: [('RE', 'VENUE')]
PUR19200304-V19-29-page10.txt: [('Je', 'W'), ('G.', '')]
PUR19200304-V19-29-page11.txt: [('G.', '')]
PUR19200304-V19-29-page12.txt: [('re', 'quested')]
PUR19200304-V19-29-page4.txt: [('co', 'oper')]
PUR19200311-V19-30-page1.txt: [('betwe', 'en')]
PUR19200311-V19-30-page2.txt: [('ro', 'many')]
PUR19200311-V19-30-page3.txt: [('mis', 'Time')]
PUR19200311-V19-30-page5.txt: [('re', 'porting'), ('Sebas', 'topol')]
PUR19200311-V19-30-page7.txt: [('G.', '')]
PUR19200311-V19-30-page8.txt: [('PA', 'CIFIC')]
PUR19200318-V19-31-page5.txt: [('har', 'A')]
PUR19200318-V19-31-page7.txt: [('foun', 'D'), ('G.', '')]
PUR19200325-V19-32-page7.txt: [('G.', '')]
PUR19200401-V19-33-page2.txt: [('co', 'operation')]
PUR19200401-V19-33-page7.txt: [('G.', '')]
PUR19200408-V19-34-page7.txt: [('G.', '')]
PUR19200415-V19-35-page2.txt: [('Co', 'operation')]
PUR19200415-V19-35-page5.txt: [('ex', 'On')]
PUR19200415-V19-35-page6.txt: [('JEN', 'NINGS')]
PUR19200415-V19-35-page7.txt: [('G.', '')]
PUR19200422-V19-36-page3.txt: [('co', 'o')]
PUR19200422-V19-36-page7.txt: [('G.', '')]
PUR19200429-V19-37-page5.txt: [('CORPOR', 'ATION'), ('SEV', 'ENTH-DAY')]
PUR19200429-V19-37-page8.txt: [('co', 'operation'), ('Mc', 'Elhany')]
PUR19200506-V19-38-page3.txt: [('brin', 'gs'), ('Re', 'creates')]
PUR19200506-V19-38-page7.txt: [('G.', '')]
PUR19200506-V19-38-page8.txt: [('co', 'on')]
PUR19200513-V19-39-page4.txt: [('Li', 'I')]
PUR19200520-V19-40-page2.txt: [('co', 'operation')]
PUR19200520-V19-40-page4.txt: [('re', 'WORDS')]
PUR19200520-V19-40-page6.txt: [('Cem', 'etery'), ('pil', 'grim')]
PUR19200520-V19-40-page7.txt: [('M.', '')]
PUR19200527-V19-41-page4.txt: [('superin', 'tendent')]
PUR19200527-V19-41-page5.txt: [('CONSTITU', 'ENCY'), ('co', 'operating')]
PUR19200527-V19-41-page7.txt: [('G.', '')]
PUR19200603-V19-42-page5.txt: [('CC', 'el'), ('al', 't'), ('CA', 'N'), ('CO', 'CO'), ('rI', 'CA')]
PUR19200610-V19-43-page2.txt: [('un', 'Christian')]
PUR19200610-V19-43-page3.txt: [('ment', 'on')]
PUR19200610-V19-43-page7.txt: [('G.', '')]
PUR19200617-V19-44-page2.txt: [('re', 'F')]
PUR19200617-V19-44-page3.txt: [('Sa', 'ved')]
PUR19200617-V19-44-page4.txt: [('co', 'o')]
PUR19200617-V19-44-page7.txt: [('G.', '')]
PUR19200624-V19-45-page6.txt: [('Mis', 'sion')]
PUR19200701-V19-46-page2.txt: [('co', 'operate')]
PUR19200701-V19-46-page5.txt: [('ba', 'sis')]
PUR19200708-V19-47-page7.txt: [('tw', 'o'), ('hom', 'e'), ('Gl', 'en')]
PUR19200715-V19-48-page7.txt: [('G.', '')]
PUR19200722-V19-49-page6.txt: [('co', 'operation')]
PUR19200722-V19-49-page7.txt: [('G.', '')]
PUR19200729-V19-50-page1.txt: [('pre', 'eminent'), ('AB', 'B')]
PUR19200729-V19-50-page7.txt: [('G.', '')]
PUR19200729-V19-50-page8.txt: [('fa', 're')]
PUR19200805-V19-51-page1.txt: [('co', 'operation')]
PUR19200805-V19-51-page2.txt: [('th', 'is'), ('co', 'operation'), ('gi', 'e')]
PUR19200805-V19-51-page4.txt: [('busi', 'ness'), ('co', 'Operation')]
PUR19200805-V19-51-page5.txt: [('ASSOCI', 'ATION')]
PUR19200805-V19-51-page7.txt: [('G.', '')]
PUR19200805-V19-51-page8.txt: [('co', 'operate')]
PUR19200812-V19-52-page2.txt: [('becau', 'se')]
PUR19200812-V19-52-page4.txt: [('re', 'F')]
PUR19200812-V19-52-page5.txt: [('Sabba', 'th')]
PUR19200812-V19-52-page6.txt: [('ASSOCI', 'ATION')]
PUR19200812-V19-52-page7.txt: [('G.', '')]
PUR19200819-V20-01-page2.txt: [('corresponde', 'nce')]
PUR19200819-V20-01-page3.txt: [('MAGA', 'ZINE')]
PUR19200819-V20-01-page4.txt: [('ASSOCI', 'ATION')]
PUR19200819-V20-01-page7.txt: [('G.', '')]
PUR19200826-V20-02-page1.txt: [('re', 'I')]
PUR19200826-V20-02-page3.txt: [('Sa', 'n')]
PUR19200826-V20-02-page7.txt: [('Fif', 'teen')]
PUR19200902-V20-03-page6.txt: [('pre', 'war')]
PUR19200909-V20-04-page1.txt: [('G.', '')]
PUR19200909-V20-04-page7.txt: [('G.', '')]
PUR19200916-V20-05-page6.txt: [('AA', 'RONITES')]
PUR19200916-V20-05-page7.txt: [('G.', '')]
PUR19200923-V20-06-page4.txt: [('mis', 'sionary')]
PUR19200923-V20-06-page6.txt: [('COLLEC', 'TION')]
PUR19200923-V20-06-page7.txt: [('Re', 'House'), ('G.', '')]
PUR19200930-V20-07-page7.txt: [('co', 'operation')]
PUR19201007-V20-08-page2.txt: [('co', 'operation')]
PUR19201007-V20-08-page5.txt: [('Ingatheri', 'ng')]
PUR19201007-V20-08-page8.txt: [('ap', 'E')]
PUR19201014-V20-09-page1.txt: [('ple', 'as')]
PUR19201014-V20-09-page2.txt: [('PACIF', 'IC'), ('PERSECUT', 'ED'), ('NE', 'T')]
PUR19201014-V20-09-page4.txt: [('SEPTEM', 'BER')]
PUR19201014-V20-09-page6.txt: [('COLPOR', 'TEUR')]
PUR19201014-V20-09-page7.txt: [('G.', ''), ('un', 'less')]
PUR19201014-V20-09-page8.txt: [('re', 'in'), ('ple', 'as'), ('workin', 'g')]
PUR19201021-V20-10-page1.txt: [('co', 'operation')]
PUR19201021-V20-10-page2.txt: [('co', 'operation')]
PUR19201021-V20-10-page7.txt: [('G.', '')]
PUR19201028-V20-11-page1.txt: [('co', 'workers')]
PUR19201028-V20-11-page3.txt: [('da', 'sent'), ('oth', 'er')]
PUR19201028-V20-11-page5.txt: [('Septem', 'ber')]
PUR19201028-V20-11-page6.txt: [('re', 'ported')]
PUR19201028-V20-11-page7.txt: [('SPECIA', 'L'), ('G.', '')]
PUR19201104-V20-12-page1.txt: [('Czecho', 'Slovakia')]
PUR19201104-V20-12-page2.txt: [('COLPOR', 'TEUR')]
PUR19201111-V20-13-page4.txt: [('ma', 'n')]
PUR19201111-V20-13-page7.txt: [('G.', '')]
PUR19201118-V20-14-page1.txt: [('co', 'operation')]
PUR19201118-V20-14-page4.txt: [('pleasu', 're'), ('ber', 'a')]
PUR19201118-V20-14-page7.txt: [('G.', '')]
PUR19201118-V20-14-page8.txt: [('bi', 'monthly')]
PUR19201125-V20-15-page1.txt: [('co', 'operation')]
PUR19201125-V20-15-page6.txt: [('co', 'operation')]
PUR19201125-V20-15-page7.txt: [('G.', ''), ('un', 'Planted')]
PUR19201202-V20-16-page4.txt: [('co', 'operate')]
PUR19201202-V20-16-page7.txt: [('G.', '')]
PUR19201209-V20-17-page6.txt: [('re', 'A')]
PUR19201216-V20-18-page3.txt: [('giv', 'er')]
PUR19201216-V20-18-page7.txt: [('G.', '')]
PUR19201223-V20-19-page7.txt: [('G.', '')]
PUR19201230-V20-20-page3.txt: [('mis', 'sions')]
PUR19201230-V20-20-page6.txt: [('COLPOR', 'TEUR')]
PUR19201230-V20-20-page8.txt: [('re', 'live'), ('cov', 'er')]
Check Correction 5¶
In [26]:
# %load shared_elements/summary.py
summary = reports.overview_report(directories['cycle'], spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/correction5 Average verified rate: 0.9703877174581359 Average of error rates: 0.03216701091767483 Total token count: 6525164
In [27]:
# %load shared_elements/top_errors.py
errors_summary = reports.get_errors_summary( summary )
reports.top_errors( errors_summary, 10 )[:50]
Out[27]:
[('e', 16606),
('w', 15066),
('m', 10905),
('g', 10531),
('f', 7300),
('r', 6621),
('d', 6495),
("'", 4848),
('t', 4448),
('n', 3118),
('th', 1462),
('x', 808),
('k', 690),
('tion', 620),
('u', 585),
('re', 457),
('ords', 406),
('ence', 397),
('co', 396),
('seventhday', 345),
('ference', 306),
('ment', 304),
('sabbathschool', 293),
('inter-mountain', 276),
('verah', 258),
('ex', 246),
('wm', 242),
("canvassers'", 229),
('pepperwood', 223),
('ers', 222),
('ber', 220),
('z', 203),
('lb', 195),
("the'", 189),
('oo', 186),
('ple', 185),
('io', 181),
('ly', 169),
('twentyfifth', 168),
("''", 165),
('sionary', 161),
('pa', 154),
('al', 151),
('tions', 150),
('mis', 149),
("bookmen's", 149),
('mo', 146),
('un', 145),
("colporteurs'", 144),
('ft', 142)]
Correction 6 -- Rejoin Split Words II¶
In [28]:
# %load shared_elements/rejoin_split_words.py
prev = cycle
cycle = "correction6"
directories = utilities.define_directories(prev, cycle, base_dir)
if not os.path.exists(directories['cycle']):
os.makedirs(directories['cycle'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
text = re.sub(r"[0-9,!?$:;&]", " ", content)
tokens = utilities.tokenize_text(text)
errors = reports.identify_errors(tokens, spelling_dictionary)
replacements = clean.check_if_stem(errors, spelling_dictionary, tokens, get_prior=True)
if len(replacements) > 0:
print('{}: {}'.format(filename, replacements))
for replacement in replacements:
content = clean.replace_split_words(replacement, content)
else:
pass
with open(join(directories['cycle'], filename), mode="w") as o:
o.write(content)
o.close()
PUR19010801-V01-01-page14.txt: [('o', 'ro'), ('Tra', 'ver')]
PUR19010801-V01-01-page4.txt: [('tin', 'es')]
PUR19010815-V01-02-page9.txt: [('con', 'stantly')]
PUR19010829-V01-03-page1.txt: [('pe', 'culiar')]
PUR19010829-V01-03-page2.txt: [('to', 'co')]
PUR19010829-V01-03-page4.txt: [('CONFER', 'ENCE')]
PUR19010912-V01-04-page12.txt: [('A', 'ND')]
PUR19010912-V01-04-page16.txt: [('MISSION', 'ARY')]
PUR19010912-V01-04-page3.txt: [('Ex', 'ecutive')]
PUR19010912-V01-04-page8.txt: [('l', 'ook')]
PUR19010926-V01-05-page16.txt: [('So', 'ciety'), ('a', 'nd'), ('Sep', 'tember'), ('prog', 'ress')]
PUR19010926-V01-05-page5.txt: [('LABOR', 'ERS')]
PUR19011010-V01-06-page3.txt: [('to', 're')]
PUR19011010-V01-06-page9.txt: [('of', 'fice')]
PUR19011024-V01-07-page9.txt: [('PER', 'SONAL')]
PUR19011107-V01-08-page12.txt: [('CO', 'CO')]
PUR19011107-V01-08-page15.txt: [('in', 'stitution')]
PUR19011107-V01-08-page4.txt: [('CON', 'FERENCE')]
PUR19011121-V01-09-page13.txt: [('in', 'teresting')]
PUR19011121-V01-09-page9.txt: [('invi', 'tation')]
PUR19011205-V01-10-page14.txt: [('MISSION', 'ARY')]
PUR19011205-V01-10-page15.txt: [('sub', 'jects')]
PUR19011219-V01-11-page12.txt: [('CALI', 'FORNIA')]
PUR19011219-V01-11-page14.txt: [('with', 'ies')]
PUR19011219-V01-11-page3.txt: [('begin', 'ning'), ('CONFER', 'ENCE')]
PUR19020102-V01-12-page1.txt: [('Scrip', 'tures')]
PUR19020102-V01-12-page10.txt: [('CON', 'VENTIONS')]
PUR19020102-V01-12-page13.txt: [('present', 'ers')]
PUR19020102-V01-12-page2.txt: [('F', 'rancisco')]
PUR19020116-V01-13-page10.txt: [('work', 'ers')]
PUR19020116-V01-13-page7.txt: [('CONFER', 'ENCE')]
PUR19020130-V01-14-page1.txt: [('CON', 'TINUED')]
PUR19020130-V01-14-page11.txt: [('eve', 'ning')]
PUR19020130-V01-14-page12.txt: [('eve', 'ning')]
PUR19020130-V01-14-page16.txt: [('SO', 'CIETIES')]
PUR19020130-V01-14-page9.txt: [('SOUTH', 'ERN'), ('CON', 'FERENCE')]
PUR19020213-V01-15-page14.txt: [('CORRESPOND', 'ENCE')]
PUR19020213-V01-15-page5.txt: [('JAN', 'UARY')]
PUR19020313-V01-16-page15.txt: [('CAN', 'VASSERS')]
PUR19020313-V01-16-page8.txt: [('a', 're')]
PUR19020327-V01-17-page15.txt: [('CON', 'FERENCE')]
PUR19020327-V01-17-page18.txt: [('to', 'dd'), ('OF', 'FERINGS')]
PUR19020327-V01-17-page5.txt: [('CHRIS', 'TIAN')]
PUR19020327-V01-17-page7.txt: [('CON', 'FERENCE')]
PUR19020410-V01-18-page1.txt: [('conversa', 'tion')]
PUR19020424-V01-19-page3.txt: [('CAL', 'IFORNIA')]
PUR19020424-V01-19-page4.txt: [('to', 'te')]
PUR19020508-V01-20-page1.txt: [('chil', 'dren')]
PUR19020508-V01-20-page13.txt: [('Of', 'fice')]
PUR19020605-V01-22-page12.txt: [('a', 'nd')]
PUR19020605-V01-22-page14.txt: [('BE', 'NEVOLENT'), ('MISSION', 'ARY'), ('MED', 'ICAL')]
PUR19020605-V01-22-page3.txt: [('DEPART', 'MENT')]
PUR19020619-V01-23-page16.txt: [('CHRIS', 'TIANIA')]
PUR19020619-V01-23-page4.txt: [('CON', 'FERENCE')]
PUR19020619-V01-23-page8.txt: [('CONFER', 'ENCE')]
PUR19020619-V01-23-page9.txt: [('en', 'thusiasm')]
PUR19020703-V01-24-page8.txt: [('CONFER', 'ENCE')]
PUR19020717-V01-25-page11.txt: [('AS', 'SOCIATION'), ('MISSION', 'ARY')]
PUR19020717-V01-25-page3.txt: [('a', 'id')]
PUR19020717-V01-25-page6.txt: [('CON', 'FERENCE')]
PUR19020717-V01-25-page8.txt: [('CON', 'VENTION')]
PUR19020731-V01-26-page10.txt: [('num', 'ber')]
PUR19020731-V01-26-page11.txt: [('a', 'cer'), ('SOUTH', 'ERN'), ('P', 'ACIFIC')]
PUR19020731-V01-26-page15.txt: [('Is', 'th'), ('a', 'mo'), ('th', 'oth')]
PUR19020731-V01-26-page4.txt: [('CON', 'FERENCE')]
PUR19020731-V01-26-page6.txt: [('CON', 'FERENCE'), ('CAL', 'IFORNIA')]
PUR19020814-V02-01-page14.txt: [('o', 'ro'), ('Tot', 'al')]
PUR19020814-V02-01-page3.txt: [('CON', 'FERENCE')]
PUR19020814-V02-01-page4.txt: [('CON', 'FERENCE')]
PUR19020828-V02-02-page15.txt: [('MIN', 'ISTERS')]
PUR19020828-V02-02-page3.txt: [('CON', 'FERENCE')]
PUR19020828-V02-02-page5.txt: [('CON', 'FERENCE')]
PUR19020828-V02-02-page8.txt: [('COM', 'PANY')]
PUR19020911-V02-03-page5.txt: [('CONFER', 'ENCE')]
PUR19020925-V02-04-page10.txt: [('an', 'ab')]
PUR19020925-V02-04-page2.txt: [('to', 're')]
PUR19020925-V02-04-page8.txt: [('work', 'ers')]
PUR19021009-V02-05-page1.txt: [('a', 'verted')]
PUR19021009-V02-05-page4.txt: [('CON', 'FERENCE'), ('dom', 'estic')]
PUR19021009-V02-05-page5.txt: [('CONFER', 'ENCE')]
PUR19021023-V02-06-page12.txt: [('rec', 'Ommendation'), ('mis', 'sionary')]
PUR19021023-V02-06-page9.txt: [('and', 'es'), ('M', 'ISSIONARY')]
PUR19021106-V02-07-page3.txt: [('o', 'ro'), ('Cali', 'stoga')]
PUR19021120-V02-08-page11.txt: [('BEGIN', 'NING')]
PUR19021120-V02-08-page13.txt: [('q', 'uestion')]
PUR19021120-V02-08-page14.txt: [('dili', 'gence')]
PUR19021120-V02-08-page6.txt: [('r', 'oo')]
PUR19021218-V02-10-page13.txt: [('can', 'ers')]
PUR19021218-V02-10-page15.txt: [('an', 'ther')]
PUR19021218-V02-10-page3.txt: [('the', 'reof')]
PUR19030101-V02-11-page8.txt: [('S', 'CH'), ('S', 'CHOOL')]
PUR19030115-V02-12-page10.txt: [('E', 'nrol')]
PUR19030115-V02-12-page12.txt: [('LIBRA', 'RIANS')]
PUR19030129-V02-13-page11.txt: [('F', 'orestville')]
PUR19030129-V02-13-page4.txt: [('com', 'mitted')]
PUR19030129-V02-13-page9.txt: [('con', 'dition')]
PUR19030212-V02-14-page10.txt: [('e', 'nd'), ('A', 'tt')]
PUR19030226-V02-15-page13.txt: [('prof', 'essional')]
PUR19030226-V02-15-page9.txt: [('A', 'tt')]
PUR19030312-V02-16-page4.txt: [('th', 'ough')]
PUR19030326-V02-17-page15.txt: [('be', 'lieve')]
PUR19030423-V02-18-page11.txt: [('in', 'cept')]
PUR19030423-V02-18-page14.txt: [('encour', 'agement')]
PUR19030423-V02-18-page15.txt: [('Rob', 'bie')]
PUR19030423-V02-18-page5.txt: [('P', 'ACIFIC')]
PUR19030509-V02-19-page12.txt: [('He', 'IL')]
PUR19030521-V02-20-page8.txt: [('reform', 'ation')]
PUR19030604-V02-21-page10.txt: [('em', 'ployment')]
PUR19030604-V02-21-page3.txt: [('Obje', 'ct')]
PUR19030618-V02-22-page5.txt: [('IMPROVE', 'MENT')]
PUR19030618-V02-22-page7.txt: [('com', 'mittee')]
PUR19030702-V02-23-page10.txt: [('in', 'jects')]
PUR19030702-V02-23-page11.txt: [('ad', 'vancement')]
PUR19030702-V02-23-page12.txt: [('o', 'ut')]
PUR19030702-V02-23-page15.txt: [('for', 'te')]
PUR19030702-V02-23-page16.txt: [('privi', 'lege')]
PUR19030813-V03-01-page5.txt: [('FUN', 'DS')]
PUR19030827-V03-02-page3.txt: [('to', 're')]
PUR19031008-V03-05-page7.txt: [('to', 'Co')]
PUR19031022-V03-06-page7.txt: [('at', 'tention')]
PUR19031105-V03-07-page12.txt: [('ADVENT', 'IST')]
PUR19031105-V03-07-page16.txt: [('Sab', 'bath-school')]
PUR19031119-V03-08-page10.txt: [('r', 'oo')]
PUR19031119-V03-08-page2.txt: [('be', 'th'), ('centraliza', 'tion')]
PUR19031119-V03-08-page6.txt: [('a', 'pr')]
PUR19031119-V03-08-page7.txt: [('imme', 'diately')]
PUR19031203-V03-09-page15.txt: [('col', 'ony')]
PUR19031203-V03-09-page9.txt: [('T', 'otal')]
PUR19031217-V03-10-page10.txt: [('con', 'dition')]
PUR19031217-V03-10-page13.txt: [('hun', 'dreds')]
PUR19040114-V03-12-page11.txt: [('MEDIC', 'AL')]
PUR19040128-V03-13-page15.txt: [('hap', 'piness')]
PUR19040211-V03-14-page3.txt: [('the', 'Mis')]
PUR19040225-V03-15-page5.txt: [('com', 'fortable')]
PUR19040225-V03-15-page8.txt: [('Advent', 'ist')]
PUR19040225-V03-15-page9.txt: [('h', 'eavenly')]
PUR19040324-V03-17-page15.txt: [('h', 'rs'), ('Jo', 'ts'), ('m', 'oo')]
PUR19040407-V03-18-page2.txt: [('demon', 'strated')]
PUR19040407-V03-18-page4.txt: [('in', 'sulted')]
PUR19040407-V03-18-page5.txt: [('Saw', 'telle')]
PUR19040407-V03-18-page7.txt: [('be', 'sor')]
PUR19040407-V03-18-page9.txt: [('but', 'ters')]
PUR19040421-V03-19-page1.txt: [('keep', 'ers')]
PUR19040421-V03-19-page12.txt: [('nor', 'mal')]
PUR19040421-V03-19-page4.txt: [('was', 'co')]
PUR19040421-V03-19-page6.txt: [('r', 'oo')]
PUR19040421-V03-19-page7.txt: [('wo', 'rketh')]
PUR19040505-V03-20-page12.txt: [('o', 'rr'), ('s', 'ecretary')]
PUR19040505-V03-20-page14.txt: [('r', 'oe')]
PUR19040505-V03-20-page16.txt: [('Preside', 'nt')]
PUR19040505-V03-20-page7.txt: [('bap', 'tism')]
PUR19040519-V03-21-page15.txt: [('sal', 'vation')]
PUR19040519-V03-21-page9.txt: [('to', 'co'), ('r', 'oo')]
PUR19040602-V03-22-page4.txt: [('pe', 'ople')]
PUR19040616-V03-24-page5.txt: [("'", 've')]
PUR19040616-V03-24-page7.txt: [('W', 'hile')]
PUR19040630-V03-26-page1.txt: [('fur', 'nishes')]
PUR19040714-V03-28-page4.txt: [('pa', 'ssing')]
PUR19040721-V03-29-page7.txt: [('the', 'ca')]
PUR19040728-V03-30-page8.txt: [('And', 're')]
PUR19040804-V04-01-page1.txt: [('be', 'lieved')]
PUR19040825-V04-04-page1.txt: [('farm', 'ers')]
PUR19040825-V04-04-page6.txt: [('a', 'ble')]
PUR19040825-V04-04-page7.txt: [('Conferen', 'ce')]
PUR19040901-V04-05-page8.txt: [('J', 'une')]
PUR19040908-V04-06-page1.txt: [('to', 'tal')]
PUR19040922-V04-08-page5.txt: [('and', 're')]
PUR19040922-V04-08-page6.txt: [('le', 'gally')]
PUR19041013-V04-11-page1.txt: [('to', 'te')]
PUR19041020-V04-12-page1.txt: [('r', 'eturn'), ('ree', 'ds')]
PUR19041020-V04-12-page4.txt: [('W', 'alla'), ('the', 'mis')]
PUR19041027-V04-13-page1.txt: [('h', 'omes')]
PUR19041027-V04-13-page8.txt: [('op', 'portunity')]
PUR19041103-V04-14-page2.txt: [('Chris', 'tians')]
PUR19041103-V04-14-page3.txt: [('SAN', 'ITARIUM')]
PUR19041110-V04-15-page2.txt: [('a', 'ccounted')]
PUR19041117-V04-16-page2.txt: [('develop', 'ment')]
PUR19041117-V04-16-page3.txt: [('Post', 'um')]
PUR19041117-V04-16-page6.txt: [('for', 'te')]
PUR19041117-V04-16-page7.txt: [('pauper', 'izes'), ('a', 'po')]
PUR19050105-V04-24-page7.txt: [('V', 'alue')]
PUR19050112-V04-25-page4.txt: [('re', 'quired'), ('for', 'te')]
PUR19050119-V04-26-page7.txt: [('Ingrati', 'tude')]
PUR19050119-V04-26-page8.txt: [('de', 'veloped')]
PUR19050209-V04-29-page5.txt: [('Chris', 'tian')]
PUR19050316-V04-34-page4.txt: [('sub', 'ject')]
PUR19050316-V04-34-page8.txt: [('manage', 'ment')]
PUR19050330-V04-36-page3.txt: [('command', 'ment')]
PUR19050330-V04-36-page7.txt: [('CHRIS', 'TIAN')]
PUR19050406-V04-37-page4.txt: [('stockhold', 'ers')]
PUR19050406-V04-37-page5.txt: [('Ty', 'ro')]
PUR19050406-V04-37-page6.txt: [('V', 'alue')]
PUR19050413-V04-38-page2.txt: [('O', 'ro')]
PUR19050413-V04-38-page6.txt: [('exam', 'ined')]
PUR19050427-V04-40-page7.txt: [('M', 'issions'), ('o', 'rd'), ('Z', 'ZZ'), ('Credent', 'ials')]
PUR19050504-V04-41-page8.txt: [('to', 'co')]
PUR19050511-V04-42-page4.txt: [('N', 'ewberg')]
PUR19050511-V04-42-page7.txt: [('H', 'rs')]
PUR19071031-V07-14-page3.txt: [('a', 'dd')]
PUR19071107-V07-15-page3.txt: [('r', 'CD')]
PUR19071114-V07-16-page6.txt: [('No', 'vember')]
PUR19071128-V07-18-page1.txt: [('b', 'ody'), ('indu', 'stry')]
PUR19071128-V07-18-page5.txt: [('s', 'trict')]
PUR19071219-V07-21-page5.txt: [('a', 'rc')]
PUR19080206-V07-27-page2.txt: [('enter', 'tainment')]
PUR19080213-V07-28-page10.txt: [('we', 're')]
PUR19080213-V07-28-page11.txt: [('or', 'ganized')]
PUR19080213-V07-28-page3.txt: [('for', 'mative'), ('pa', 'trons')]
PUR19080213-V07-28-page6.txt: [('teach', 'ers')]
PUR19080213-V07-28-page7.txt: [('i', 'nstructors')]
PUR19080213-V07-28-page8.txt: [('intro', 'ducing')]
PUR19080213-V07-28-page9.txt: [('W', 'hereas')]
PUR19080220-V07-29-page1.txt: [('b', 'rother')]
PUR19080305-V07-31-page2.txt: [('Bap', 'tist')]
PUR19080305-V07-31-page3.txt: [('Vol', 'Unteer'), ('U', 'NION')]
PUR19080305-V07-31-page4.txt: [('to', 'GA')]
PUR19080319-V07-33-page6.txt: [('a', 're')]
PUR19080326-V07-34-page3.txt: [('a', 'TS')]
PUR19080402-V07-35-page5.txt: [('im', 'portant')]
PUR19080409-V07-36-page5.txt: [('f', 'ol')]
PUR19080416-V07-37-page1.txt: [('fool', 'ish')]
PUR19080416-V07-37-page4.txt: [('messa', 'ge')]
PUR19080423-V07-38-page6.txt: [('So', 'ciety')]
PUR19080507-V07-40-page2.txt: [('Tem', 'perance'), ('g', 'reatly')]
PUR19080507-V07-40-page5.txt: [('men', 'tioned')]
PUR19080507-V07-40-page6.txt: [('Con', 'ference'), ('Gene', 'ral')]
PUR19080723-V07-51-page1.txt: [('Le', 'Fevre')]
PUR19080730-V07-52-page1.txt: [('east', 'ern')]
PUR19080806-V08-01-page6.txt: [('a', 'nd')]
PUR19080806-V08-01-page7.txt: [('a', 'nnual')]
PUR19080820-V08-03-page5.txt: [('it', 'al')]
PUR19080910-V08-06-page1.txt: [('he', 'th')]
PUR19080910-V08-06-page5.txt: [('W', 'ith')]
PUR19080917-V08-07-page4.txt: [('o', 'ver')]
PUR19081001-V08-09-page2.txt: [('accomplish', 'Ment')]
PUR19081015-V08-11-page4.txt: [('con', 'cerning')]
PUR19081015-V08-11-page6.txt: [('CON', 'FERENCE')]
PUR19081022-V08-12-page2.txt: [('ha', 'th')]
PUR19081022-V08-12-page3.txt: [('Spiritu', 'alism')]
PUR19081112-V08-15-page2.txt: [('P', 'Al')]
PUR19081112-V08-15-page4.txt: [('ab', 'ut')]
PUR19081112-V08-15-page6.txt: [('Pa', 'cific')]
PUR19081126-V08-17-page2.txt: [('A', 'dvance')]
PUR19081203-V08-18-page3.txt: [('the', 'mis')]
PUR19081217-V08-20-page3.txt: [('S', 'ou')]
PUR19081224-V08-21-page2.txt: [('e', 'rt')]
PUR19081224-V08-21-page3.txt: [('d', 'illy')]
PUR19081224-V08-21-page4.txt: [('the', 're')]
PUR19090107-V08-23-page3.txt: [('i', 'rade')]
PUR19090114-V08-24-page2.txt: [('AMEND', 'MENT'), ('CHAM', 'BER')]
PUR19090114-V08-24-page6.txt: [('f', 'ollowing'), ('In', 'stitute')]
PUR19090121-V08-25-page1.txt: [('of', 'fice'), ('Y', 'ou')]
PUR19090121-V08-25-page4.txt: [('sub', 'jects')]
PUR19090128-V08-26-page3.txt: [('repub', 'lic')]
PUR19090128-V08-26-page6.txt: [('p', 'ersons')]
PUR19090204-V08-27-page3.txt: [('ener', 'gies')]
PUR19090211-V08-28-page1.txt: [('we', 're'), ('in', 'terested')]
PUR19090211-V08-28-page4.txt: [('dis', 'tant')]
PUR19090211-V08-28-page5.txt: [('R', 'EC')]
PUR19090218-V08-29-page9.txt: [('s', 'atisfactory')]
PUR19090225-V08-30-page3.txt: [('a', 'rd'), ('me', 'eting')]
PUR19090304-V08-31-page1.txt: [('in', 'augurated')]
PUR19090304-V08-31-page3.txt: [('ex', 'perience')]
PUR19090311-V08-32-page3.txt: [('the', 're')]
PUR19090311-V08-32-page4.txt: [('del', 'egates'), ('Tay', 'lor')]
PUR19090311-V08-32-page5.txt: [('p', "eople's")]
PUR19090401-V08-35-page7.txt: [('Calif', 'ornia')]
PUR19090513-V08-41-page6.txt: [('informa', 'tion')]
PUR19090520-V08-42-page5.txt: [('re', 'ception'), ('the', 're')]
PUR19090527-V08-43-page4.txt: [('an', 'nual'), ('Vol', 'unteer'), ('earn', 'estness')]
PUR19090610-V08-45-page1.txt: [('can', 'vassers')]
PUR19090610-V08-45-page5.txt: [('good', 'bys')]
PUR19090617-V08-46-page1.txt: [('di', 'videth')]
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PUR19190508-V18-40-page7.txt: [('A', 'cre')]
PUR19190515-V18-41-page4.txt: [('a', 'ment')]
PUR19190515-V18-41-page8.txt: [('A', 're')]
PUR19190522-V18-42-page6.txt: [('advertise', 'ment')]
PUR19190522-V18-42-page7.txt: [('A', 'cre')]
PUR19190522-V18-42-page8.txt: [('plan', 'ning')]
PUR19190529-V18-43-page2.txt: [('com', 'parisons')]
PUR19190529-V18-43-page6.txt: [('el', 'Se')]
PUR19190529-V18-43-page8.txt: [('Gen', 'eral')]
PUR19190605-V18-44-page6.txt: [('cafe', 'teria')]
PUR19190612-V18-45-page8.txt: [('to', 'ss')]
PUR19190619-V18-46-page3.txt: [('to', 'ri')]
PUR19190626-V18-47-page4.txt: [('Elder', 'Ly')]
PUR19190626-V18-47-page6.txt: [('h', 'ive'), ('to', 'co')]
PUR19190626-V18-47-page7.txt: [('Folk', 'enberg')]
PUR19190703-V18-48-page1.txt: [('sever', 'al')]
PUR19190703-V18-48-page2.txt: [('AN', 'NIVERSARY')]
PUR19190710-V18-49-page2.txt: [('he', 're'), ('in', 'strument')]
PUR19190717-V18-50-page3.txt: [('the', 're')]
PUR19190724-V18-51-page4.txt: [('to', 'co')]
PUR19190724-V18-51-page8.txt: [('in', 'scription')]
PUR19190731-V18-52-page5.txt: [('R', 'ECORDER')]
PUR19190807-V19-01-page2.txt: [('U', 'NION')]
PUR19190807-V19-01-page5.txt: [('special', 'ists')]
PUR19190807-V19-01-page6.txt: [('thous', 'ands')]
PUR19190807-V19-01-page7.txt: [('in', 'dividuals'), ('C', 'alifornia')]
PUR19190814-V19-02-page2.txt: [('in', 'terest')]
PUR19190814-V19-02-page3.txt: [('Cum', 'Mings')]
PUR19190814-V19-02-page5.txt: [('R', 'ECORDER')]
PUR19190814-V19-02-page7.txt: [('in', 'dividuals')]
PUR19190814-V19-02-page8.txt: [('Califor', 'nia')]
PUR19190821-V19-03-page3.txt: [('We', 'bers')]
PUR19190821-V19-03-page4.txt: [('Canvass', 'ers')]
PUR19190821-V19-03-page5.txt: [('in', 'teresting')]
PUR19190821-V19-03-page7.txt: [('t', 'iL')]
PUR19190821-V19-03-page8.txt: [('to', 'ning')]
PUR19190911-V19-05-page3.txt: [('a', 'nd')]
PUR19190911-V19-05-page5.txt: [('the', 're')]
PUR19190911-V19-05-page8.txt: [('a', 're'), ('t', 'wenty')]
PUR19190918-V19-06-page1.txt: [('for', 'th')]
PUR19190918-V19-06-page6.txt: [('a', 're'), ('Mem', 'ber')]
PUR19190925-V19-07-page2.txt: [('a', 'nal')]
PUR19190925-V19-07-page4.txt: [('He', 'ber')]
PUR19190925-V19-07-page5.txt: [('a', 'ttention')]
PUR19191002-V19-08-page2.txt: [('Pr', 'ut')]
PUR19191016-V19-10-page6.txt: [('sis', 'terS')]
PUR19191023-V19-11-page3.txt: [('we', 'ber')]
PUR19191023-V19-11-page5.txt: [('R', 'ECORDER')]
PUR19191030-V19-12-page2.txt: [('We', 're'), ('Scrip', 'ture')]
PUR19191030-V19-12-page4.txt: [('she', 'ber')]
PUR19191106-V19-13-page2.txt: [('and', 'es')]
PUR19191113-V19-14-page1.txt: [('Y', 'oung')]
PUR19191120-V19-15-page4.txt: [('LET', 'TERS')]
PUR19191120-V19-15-page6.txt: [('SPIRIT', 'UALITY')]
PUR19191120-V19-15-page7.txt: [('Y', 'oung')]
PUR19191127-V19-16-page2.txt: [('God', 'ly')]
PUR19191204-V19-17-page8.txt: [('Y', 'oung')]
PUR19191211-V19-18-page1.txt: [('and', 're')]
PUR19191211-V19-18-page6.txt: [('chil', 'dren')]
PUR19191211-V19-18-page8.txt: [('Y', 'oung')]
PUR19191218-V19-19-page2.txt: [('o', 'ffice'), ('o', 'rders')]
PUR19191218-V19-19-page5.txt: [('g', 'al')]
PUR19191218-V19-19-page6.txt: [('and', 're'), ('confer', 'ence')]
PUR19191225-V19-20-page2.txt: [('P', 'ACIFIC')]
PUR19200108-V19-22-page2.txt: [('PUB', 'LISHING')]
PUR19200108-V19-22-page4.txt: [('the', 'ist')]
PUR19200108-V19-22-page6.txt: [('be', 'th')]
PUR19200108-V19-22-page7.txt: [('ad', 'vertising')]
PUR19200108-V19-22-page8.txt: [('Y', 'oung')]
PUR19200115-V19-23-page2.txt: [('pos', 'tage')]
PUR19200115-V19-23-page8.txt: [('so', 'fas')]
PUR19200122-V19-24-page3.txt: [('will', 'ful')]
PUR19200122-V19-24-page6.txt: [('PUB', 'LISHING')]
PUR19200129-V19-25-page3.txt: [('PUB', 'LISHING')]
PUR19200129-V19-25-page6.txt: [('MISSION', 'ARY')]
PUR19200129-V19-25-page8.txt: [('to', 'wel')]
PUR19200205-V19-26-page1.txt: [('Mem', 'ber')]
PUR19200205-V19-26-page6.txt: [('E', 're')]
PUR19200212-V19-27-page1.txt: [('C', 'OL')]
PUR19200212-V19-27-page4.txt: [('effort', 'ful')]
PUR19200212-V19-27-page5.txt: [('can', 'vassing')]
PUR19200212-V19-27-page8.txt: [('the', 'ists')]
PUR19200226-V19-28-page10.txt: [('Work', 'ers')]
PUR19200226-V19-28-page11.txt: [('in', 'ning')]
PUR19200226-V19-28-page12.txt: [('MISSION', 'ARY')]
PUR19200226-V19-28-page2.txt: [('the', 'se'), ('Se', 'rna'), ('W', 'ork')]
PUR19200226-V19-28-page4.txt: [('or', 'th')]
PUR19200304-V19-29-page1.txt: [('e', 'rA')]
PUR19200304-V19-29-page11.txt: [('t', 'hird'), ('MISSION', 'ARY')]
PUR19200304-V19-29-page12.txt: [('in', 'flict')]
PUR19200304-V19-29-page2.txt: [('the', 'reof')]
PUR19200304-V19-29-page5.txt: [('Immediate', 'ly')]
PUR19200304-V19-29-page7.txt: [('we', 'bers'), ('vol', 'ume')]
PUR19200311-V19-30-page1.txt: [('He', 're')]
PUR19200311-V19-30-page4.txt: [('be', 'ment')]
PUR19200311-V19-30-page5.txt: [('DE', 'PARTMENT')]
PUR19200318-V19-31-page3.txt: [('a', 'bas')]
PUR19200318-V19-31-page4.txt: [('to', 're')]
PUR19200318-V19-31-page7.txt: [('No', 'un')]
PUR19200325-V19-32-page2.txt: [('will', 'ingly')]
PUR19200325-V19-32-page5.txt: [('rich', 'es')]
PUR19200408-V19-34-page1.txt: [('good', 'ly')]
PUR19200408-V19-34-page7.txt: [('In', 'ters')]
PUR19200408-V19-34-page8.txt: [('conscious', 'ly')]
PUR19200415-V19-35-page1.txt: [('He', 're')]
PUR19200415-V19-35-page4.txt: [('to', 'ning')]
PUR19200415-V19-35-page5.txt: [('the', 're')]
PUR19200415-V19-35-page7.txt: [('and', 're')]
PUR19200422-V19-36-page3.txt: [('coo', 'peration'), ('o', 'ff')]
PUR19200422-V19-36-page5.txt: [('in', 'glis')]
PUR19200422-V19-36-page7.txt: [('lit', 'erature')]
PUR19200429-V19-37-page3.txt: [('in', 'ly')]
PUR19200429-V19-37-page7.txt: [('and', 're')]
PUR19200429-V19-37-page8.txt: [('I', 'srael')]
PUR19200506-V19-38-page5.txt: [('a', 're')]
PUR19200513-V19-39-page8.txt: [('m', 'em'), ('to', 'Ys')]
PUR19200520-V19-40-page1.txt: [('and', 'reas')]
PUR19200520-V19-40-page6.txt: [('Cem', 'etery'), ('Feb', 'ruary')]
PUR19200520-V19-40-page7.txt: [('He', 'al')]
PUR19200527-V19-41-page2.txt: [('the', 'es')]
PUR19200527-V19-41-page4.txt: [('superin', 'tendent')]
PUR19200527-V19-41-page6.txt: [('dis', 'ciplinary')]
PUR19200603-V19-42-page2.txt: [('a', 'il')]
PUR19200603-V19-42-page5.txt: [('a', 'CC'), ('It', 'al'), ('i', 'ri'), ('rI', 'CA'), ('e', 'CO')]
PUR19200610-V19-43-page1.txt: [('Mac', 'Guire')]
PUR19200610-V19-43-page2.txt: [('CON', 'FERENCE')]
PUR19200610-V19-43-page3.txt: [('CONFER', 'ENCE')]
PUR19200610-V19-43-page6.txt: [('COMMENCE', 'MENT')]
PUR19200617-V19-44-page3.txt: [('Sa', 'ved')]
PUR19200617-V19-44-page4.txt: [('coo', 'perate')]
PUR19200617-V19-44-page7.txt: [('a', 'cer')]
PUR19200624-V19-45-page4.txt: [('for', 'mal')]
PUR19200624-V19-45-page8.txt: [('M', 'EM')]
PUR19200701-V19-46-page1.txt: [('the', 'refor')]
PUR19200701-V19-46-page4.txt: [('CON', 'FERENCE'), ('AD', 'VENTISTS')]
PUR19200701-V19-46-page5.txt: [('the', 'ba')]
PUR19200701-V19-46-page7.txt: [('as', 'sistant')]
PUR19200701-V19-46-page8.txt: [('a', 'mis')]
PUR19200708-V19-47-page3.txt: [('CON', 'FERENCE'), ('AD', 'VENTISTS')]
PUR19200708-V19-47-page7.txt: [('G', 'ood')]
PUR19200715-V19-48-page4.txt: [('the', 're')]
PUR19200715-V19-48-page5.txt: [('AD', 'VENTISTS')]
PUR19200722-V19-49-page3.txt: [('i', 'nd')]
PUR19200722-V19-49-page5.txt: [('CON', 'FERENCE'), ('AD', 'VENTISTS')]
PUR19200805-V19-51-page5.txt: [('CON', 'FERENCE')]
PUR19200812-V19-52-page2.txt: [('becau', 'se')]
PUR19200812-V19-52-page5.txt: [('Sabba', 'th')]
PUR19200812-V19-52-page7.txt: [('As', 'sociation')]
PUR19200819-V20-01-page2.txt: [('corresponde', 'nce')]
PUR19200819-V20-01-page3.txt: [('The', 'reof'), ('cam', 'paign')]
PUR19200819-V20-01-page5.txt: [('CON', 'FERENCE')]
PUR19200819-V20-01-page6.txt: [('junk', 'ers')]
PUR19200826-V20-02-page3.txt: [('present', 'ment')]
PUR19200826-V20-02-page6.txt: [('a', 'redale')]
PUR19200902-V20-03-page4.txt: [('ha', 'steth')]
PUR19200923-V20-06-page2.txt: [('in', 'teresting')]
PUR19200923-V20-06-page4.txt: [('mis', 'sionary')]
PUR19200923-V20-06-page6.txt: [('the', 're')]
PUR19200923-V20-06-page8.txt: [('the', 're')]
PUR19200930-V20-07-page6.txt: [('to', 're')]
PUR19201007-V20-08-page2.txt: [('attend', 'ance'), ('CAL', 'IFORNIA')]
PUR19201007-V20-08-page7.txt: [('Ad', 'ventist')]
PUR19201021-V20-10-page2.txt: [('the', 're')]
PUR19201021-V20-10-page3.txt: [('author', 'ized'), ('in', 'ference')]
PUR19201028-V20-11-page1.txt: [('a', 're')]
PUR19201028-V20-11-page5.txt: [('am', 'ounted')]
PUR19201028-V20-11-page7.txt: [('and', 're')]
PUR19201104-V20-12-page1.txt: [('PUB', 'LISHING')]
PUR19201104-V20-12-page4.txt: [('at', 'Co')]
PUR19201104-V20-12-page6.txt: [('NORTH', 'ERN')]
PUR19201118-V20-14-page1.txt: [('a', 'Ver')]
PUR19201118-V20-14-page2.txt: [('for', 'th'), ('and', 're'), ('s', 'ip')]
PUR19201118-V20-14-page4.txt: [('The', 're')]
PUR19201118-V20-14-page7.txt: [('pres', 'ident'), ('Calif', 'ornia')]
PUR19201125-V20-15-page2.txt: [('room', 'ful')]
PUR19201125-V20-15-page5.txt: [('NORTH', 'ERN')]
PUR19201125-V20-15-page7.txt: [('pres', 'ident')]
PUR19201202-V20-16-page8.txt: [('with', 'ered')]
PUR19201209-V20-17-page3.txt: [('ad', 'ditionS')]
PUR19201216-V20-18-page3.txt: [('a', 'cer')]
PUR19201223-V20-19-page7.txt: [('i', 'nsertion')]
PUR19201223-V20-19-page8.txt: [('in', 'gress')]
PUR19201230-V20-20-page3.txt: [('mis', 'sions')]
PUR19201230-V20-20-page6.txt: [('the', 'Re')]
PUR19201230-V20-20-page8.txt: [('a', 'mis')]
Check Correction 6¶
In [29]:
# %load shared_elements/summary.py
summary = reports.overview_report(directories['cycle'], spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/correction6 Average verified rate: 0.970513954178835 Average of error rates: 0.03202994983771024 Total token count: 6524103
In [30]:
# %load shared_elements/top_errors.py
errors_summary = reports.get_errors_summary( summary )
reports.top_errors( errors_summary, 10 )[:50]
Out[30]:
[('e', 16599),
('w', 15050),
('m', 10894),
('g', 10527),
('f', 7287),
('r', 6595),
('d', 6494),
("'", 4847),
('t', 4436),
('n', 3112),
('th', 1447),
('x', 808),
('k', 690),
('tion', 619),
('u', 579),
('ords', 406),
('co', 385),
('ence', 377),
('re', 359),
('seventhday', 345),
('sabbathschool', 293),
('ment', 284),
('ference', 278),
('inter-mountain', 276),
('verah', 258),
('ex', 246),
('wm', 242),
("canvassers'", 229),
('pepperwood', 223),
('ber', 212),
('ers', 204),
('z', 202),
('lb', 195),
("the'", 189),
('ple', 185),
('oo', 182),
('io', 181),
('twentyfifth', 168),
("''", 165),
('sionary', 161),
('ly', 158),
('pa', 154),
('tions', 150),
("bookmen's", 149),
('mo', 144),
("colporteurs'", 144),
('un', 144),
('ft', 138),
('al', 138),
('mt', 135)]
Review Remaining Errors¶
In [31]:
reports.docs_with_high_error_rate(summary)
Out[31]:
[('PUR19170607-V16-44-page28.txt', 1.0),
('PUR19170607-V16-44-page2.txt', 0.462),
('PUR19170607-V16-44-page32.txt', 0.414),
('PUR19130515-V12-42-page2.txt', 0.333),
('PUR19150311-V14-32-page13.txt', 0.329),
('PUR19110302-V10-31-page10.txt', 0.295),
('PUR19020213-V01-15-page18.txt', 0.273),
('PUR19200226-V19-28-page1.txt', 0.257),
('PUR19170607-V16-44-page1.txt', 0.25),
('PUR19170607-V16-44-page4.txt', 0.241),
('PUR19050427-V04-40-page7.txt', 0.239),
('PUR19040324-V03-17-page15.txt', 0.213),
('PUR19200729-V19-50-page7.txt', 0.201),
('PUR19170607-V16-44-page24.txt', 0.201)]
In [32]:
# %load shared_elements/high_error_rates.py
doc_keys = [x[0] for x in reports.docs_with_high_error_rate(summary) if x[1] > 0.3]
utilities.open_original_docs(doc_keys, directories['cycle'])
Opened files: PUR19170607-V16-44-page28.txt PUR19170607-V16-44-page2.txt PUR19170607-V16-44-page32.txt PUR19130515-V12-42-page2.txt PUR19150311-V14-32-page13.txt
In [35]:
reports.long_errors(errors_summary, min_length=15)
Out[35]:
(['demartelectifisimreiftttheit', 'forcertification', 'itwasagreathelptotheworkto', 'maniannouncement', 'businessiprovided', 'properlyselected', 'weniger-connelly', 'cornercoltonavenueboulevardand', 'interest-bearing', "gtepping-storles''ette", 'intelligent-looking', 'publishednreekly', 'becomeinterested', 'presumetheyhavealsobeenwidelycirculated', 'itssigniacancoreally', "god's'-inessetigers", "stteeess'fttl-field", 'opportunity-that', 'interestingeditorials', 'student-teachers', 'ofthechurchesofthedifferenttpetsdid', 'heartwillingness', 'stiperintendetit', 'noncombatligious', 'umeombilliniellamonelligralgaliamme', "clfnaaiiy'ihktturs", 'thirtyprayer-meeting', 'fellow-believers', 'conferappreciate', 'experiprincipals', 'receipt-certificates', 'manconscientiously', 'gaimmdllimmombit', 'expected--failed', 'publishing-houses', 'reunconstitutional', 'publishsubscribers', 'establishdepartment', 'seventh-dayadventists', 'subscriprepapered', 'enjoyadevotional', 'subscription-book', "wl'titerlitli'llitle", 'resolution-petitions', 'pharisao-puritanism', 'publishedweeklybythe', 'intersalesmanship', 'circulawonderful', 'retary-treasurers', 'ofseattleandtacomasanitariums', 'inereasedettergrte', 'fifteen-centa-week', 'gorgeouslydecorated', 'mornencouragement', 'publicatuioenritpd', 'communmisunderstanding', "haveenjoyed'nnich", 'ptoagtheeciarrntoeoignh', 'interestattendance', 'theicongregations', 'november-december', 'coursing-grounds', 'recordertnanagement', 'tary-treasurership', 'sanetifiedaclgtrient', 'one-day-rest-in-seven', 'stereoptientered', 'fourteen-year-old', 'twenty-cents-a-week', 'califorrighteousness', 'churchpronounced', 'faithfullyholding', 'understandunparalleled', "atie'littiuiated", 'physicaliwell-being', 'foolishthoughtful', 'conditionalorder', 'throughpromising', 'considerasolutely', "superintendents'", 'evangelimmediately', "ilivita'recorder", 'acrepresentative', 'fairly-comfortable', 'notwithstandaddress', 'amissionarysecre', 'rebeccahannaford', 'tuesconvocations', 'northlicentiates', 'sugdemonstrating', 'sranish-speaking', 'plainssecretaries', 'thoroughlyequipped', 'snyder-hollenbeck', 'lradvertisements', 'realoving-kindness', 'interpublication', 'califoroppression', 'consecratedtalent', 'cottage-meetings', 'retary-treasurer', 'superintenpublishing', 'do-something-ism', "crutchtoaliiifd'mali", 'thirtyordinances', 'ashunderstanding', 'controindicating', 'unostentatiousness', 'materialconsideration', 'eviannouncements', 'pilrepresentative', 'superintendentof', 'ffissffiwmffiffilfiffissmse', "inessage''brought", 'ffigiffiffiffiffiffiffiffi', 'congregamaintained', 'cottoninterested', 'circulathirteenth', 'general-conference', 'superintenddaughters', 'freewill-offering', 'followingincident', 'mandarin-speaking', 'canvasser-evangelists', 'thepuritantheocracy', 'testimonderstanding', 'transferaflashing', 'faculty-recently', 'develto-day--out', 'departutilization', 'approachableness', 'siticubteivaeclyc', 'home-associations', 'sabbath-christian', 'amountmountaineers', 'arrangeencouraging', 'thought-producing', "tie'elipittioisc", 'unavoidacommission', 'all-profits-for-missions', 'teachconsideration', "coititarishowsreceipts'fro'ni'thechurches", 'westerniwashington', 'constantly-increasing', 'ninesretritsiolgn', 'prophrepresentation', 'ktrightenedytthe', 'spiritual-financial', 'endeavfellow-laborer', 'fiaillistratielini', 'splammoliginmonnammommultetillin', 'secretary-treasurers', 'fracture-dislocation', 'churchesexpressing', 'retransportation', 'ofthatexcellenttemperanceinstructor', 'instituaccommodate', 'ingatherthirteenth', "adjutant-general's", 'escondido-english', 'portuguese-speaking', 'back-to-the-country', 'callanding-stage', 'peopleunanimously', 'appropthemselves', 'courperseveringly', 'newly-interested', 'hecobnetaatinevsear', 'buffaco-operation', 'campsuccessfully', 'twenty-five-cent-a-week', 'intoconsideration', 'self-subordination', 'expressecutively', 'ussthrownopenfor', 'healdsstrengthening', 'theinstrucinterm', 'ingathconversions', 'churchthroughout', 'twelveunderstands', 'missionthroughout', 'calislibmumilemsglegittalivamominplommila', 'assignpromulgation', 'standard-bearers', 'loveliconversation', 'branch-vegetarian', 'half-heartedcharacter', 'never-to-beforgotten', 'periodsuperintendent', 'fellow-worshipers', "our'subscription", 'kingestablishing', 'patronresponsibility', "indebte'dness'of", 'fifty-cent-a-week', "vias'weltattelided'byaelsgates", 'california-nevada', 'thetimeofourgreatannual', 'practicaltraining', 'commandment-keepers', 'recommendabetter', 'cronufersetnscepraeg', 'doserviceforgodwillbepassed', "innovation'principal", 'usefulprospective', 'departmenencourage', 'measuresubmitting', 'discriminatyoung', 'commandmentkeeping', 'conventions-that', 'one-andone-third-fare', 'responsibiliaged', 'rerfeifninememenentt', "coirespoirdence'", 'ilkesvireetfragrande', 'washington-sunset', 'whevremitnoditliciedutscoarrdeerot', 'considerarecently', 'attorneys-at-law', 'conditention-catching', 'receiptcertificate', 'commitattendance', 'especiallyinteresting', 'greenorganization', 'elimaireitdiedfea', 'fellow-citiother', 'promulgavolunteer', 'everysacrificing', 'world-erasoul-winning', 'disbelievselfish', 'strferiammacadenrgi', 'character-buliding', 'necessiliterature', 'cordiallywelcome', 'sparsely-settled', 'twentieth-century', 'twenty-cent-per-weekp', 'secretaryresponse', 'ininivanworipsprim', 'perthree-fourths', 'theirdetermination', 'denominationsize', 'lasciviousnessare', 'theaccaectaonfeecfonrgmreastunof', "all'absent'inenibei", 'characteropportunity', 'liabiliselection', 'fiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi', 'stick-to-itiveness', 'congregationplemented', 'sabbath-keepnearly', 'character-contrasts', 'interest-gripping', 'stateopportunity', 'twentyexpenditure', 'missiontreasurer', 'followingpersons', 'experiexperience', "rhottesiai-not'-far", 'mmemliffiernftgoommetimalimonfismumlie', 'healdsremembrance', 'twenty-five-a-week', 'non-organization', 'receipt-certificate', 'entertainducting', 'regularlyrecurring', 'notice-camp-meeting', 'interestingclass', 'hopelessdeavoring', 'unforvocabularies', 'self-examination', 'dollars-and-cents', 'expense-supplies', 'sewing--fulyocational', 'wewillbepresentaswell-asbrother', 'donaevangelistic', "posasslociating'", 'insiesimmeninfiniiiliillizihia', "sister'saperienee", 'ifermuenncownysilelcbutievaeeclye', 'conmekeanwissing', 'interrestrictions', 'uncondibelievers', 'isgrassisaiscala', 'experiencesscription', 'seventhconferences', 'deeply-interested', "narrew'cirele-of-the", 'shiningimitation', 'withsponsibility', 'hawkitis-crisler', 'callinoespecially', 'cent-a-week-fund', 'occasionpatience', 'speciallyprepared', 'great-grandchildren', 'extenencompassed', "toiiferenee'nevii", 'existcordermanagement', 'advantageeeffered', 'demonstragathering', 'spanish-speakmeeting', "trilftlitirsday'", 'eisteriveverrwhere', "tlielord'to'seelfileapprotes", "geritleman'whowas", "fountain-head'the", 'wanted-employment', 'self-sacrificthe', 'indebtedmentioned', 'churchoccasionally', 'afterwardsbecame', 'ventura-by-the-sea', 'churchmembership', 'systematicallyand', "opporttinity'for", "people'smeetingin", 'almost-forgotten', 'superintendchurch', 'livingmembership', 'ingatheraccomplished', 'turbulent-spirited', 'quarterlymeeting', 'magacordermanagement', 'allydtitihnitlitations', 'continually-recurring', 'disgusting-looking', 'donation-special', 'ordinunconverted', 'academic-industrial', 'siritiiefairatihy', 'satanicdeceptions', 'uxbisaiprensaddressed', 'andreadbeforethesociety', 'childsupervision', 'rapidly-increasing', 'operainformation', 'unprecedentnothing', 'influenza-pneumonia', 'insurmountazines', 'secretarytreasurer', 'twenty-cent-per-week', 'commandment-keeper', 'accommodaholding', 'certifilaboratory', 'mistinderstanding', 'mmmmmmmmmmmmmmmmmmm', 'ingathering-vermont', 'entertainmissionary', 'circulareligious', 'regularlyprescribed', 'constituestablished', 'sleeping-sickness', 'back-tothe-bible-movement', 'departfrequently', 'ileeekitliliggievatipyos', 'recomnienclation', 'notwithstandcome', 'consistpreliminary', 'naftaliaiiraiiilkx', 'training-classes', "miutneiocnd'it'd", 'conferconference', 'immortalvegetable', 'spiritually-minded', 'folding-machines', 'eanvasotrovotilt', 'souutthheeaasstterrn', 'incontrovertably', 'under-curvillage', 'conferdepartment', 'desiresconsecrated', 'colporteur-evangelists', 'superintenworking', 'thought-compelling', 'what-is-before-us', 'church-membership', 'retornniendations', 'commandmentkeepers', 'publishgovernment', 'twenty-five-cent-aweek', 'reorganizacourse', "sabba'ffi-schools", 'embracedthetruthandr', 'ploommulimmmiltlammatillp', "load-'of'domestic", "spelling---hick's", 'writevangelistic', 'meetperseverance', 'orsuperintendent', "in'californiahas", 'preseettilentiviet', 'faithfullyonward', 'neverthelessseemed', 'magreorganization', 'fifteen-cents-a-week', 'intercontinuation', 'sanitarium-trained', 'northwestearnestly', 'long-established', 'encourstrengthened', 'correspondpeople', 'developinterested', 'under-persuasion', 'non-commissioned', "youngpenple's-seeiety", 'attorney-general', 'flionnummtinnontia', 'trespass-offerings', 'privportionately', 'accomtransacting', 'easter-stiperintendent', 'califorafterward', 'eleinstitutional', 'eiwehurcheabrprofession', 'physiologicallaw', 'atacl--repenteth', 'ssouthearnstcacjai', 'convenwillingness', 'wednesday-evening', 'illustrafreshman', "parent-teachers'", 'encourconfederacies', 'sevennthth--dday', 'manifestrequired', 'transgresadvance', 'notwithetaiading', 'itutangelisticanac', 'theinternational', 'spanish-american', 'oakconsideration', 'gatheredonthebankoftheverde', 'twenty-fivecent-a-week', 'sabbath-guardians', 'self-complacency', 'jesiisafloonatwr', 'educaopportunity', 'representreligious', 'standard-bearing', 'regularly-organized', 'advertiseparticulars', 'acceptliterature', 'representlicensed', 'alaska-yukon-pacific', 'fairbanks-roosevelt', 'religio-political', 'intermedireceived', 'canvassing-evangelist', 'intermeperiences', 'swedish-methodist', 'vegetariansevery', 'unimpressionable', 'commary-peterson', "extraordinaryinurses'", 'rernemberinothat', "nelatiehadnezzar's", 'long-anticipated', 'liberaldonations', 'responsibillties', 'westopiannikezjur', 'faint-heartedness', 'practicequipment', 'conferinstitutes', 'foreign-speaking', 'strongly-developed', 'ingatheringeampaigni', 'unconstitntional', 'sufferself-indulgence', 'organizministerial', 'departcolporteurs', "represen'tatives", 'grantedcredentials', 'seventhbeforehand', 'missionary-college', 'in-sabbath-school', 'modestly-equipped', 'sixty-cent-a-week', 'twelve-passenger', 'publishinquiries', 'givinginaniajorl', 'therecommendanity', 'encouragconsideration', 'encouragordinance', 'mmismunnollihomullinomesimja', 'aeerttfulfilitimit', 'thirty-five-minutes', 'ltredsverhastily', 'missiontwenty-seven', 'correctly-spelled', 'healthycondition', 'roftfhiecelettlol', 'opportuniworking', 'couragingalltogetintotheworkas', 'regularlyorganized', 'itwillthenbemorefully', 'trick-canvassing', 'considerameeting', 'retrenchsociated', 'especialtranslate', 'elceipt-certificate', 'electricallydriven', 'churcheseverywhere', 'twenty-cent-afuneral', 'rretivtionsaltellorz', "rriiiiister'says-lie", 'postmaster-general', 'indefilengthened', 'selfglorification', 'receivgratifying', 'act-of-parliament', 'advisabilication', 'solicipreparatory', 'circumcongregation', 'constitutionaldaeral', 'obtainaopportunity', 'one-day-of-restin-seven', 'recommendedbythe', 'conitrinnicatinns', 'correspondshould', 'proswell-lighted', 'conferresponsibility', "bible'--present-day", 'thaiyouiediezfree', 'ofctcnovdeparture', 'nationaltranslation', "ateyoungpeople's", 'electro-therapeutics', 'suadeindividualsfromdoingwhat', 'secretary-treasthe', 'revsuerintendent', 'superintendcandles', 'twenty-cent-amany', 'divinely-appointed', "greater'calamity", 'francisconference', 'union-conference', "selectiona'froin", 'canvasser-evangelist', 'informlightening', "conferenet'llave", 'spanish-speaking', 'everythingeototpot', 'sabbath--meeting', 'csaemcmrpetaries', 'orglinizaspiritual', 'sabbath-school--past', 'constantlyincreasing', 'rationallmethods', 'strenuotsefforts', 'reasonaself-denial', 'two-and-a-half-story', 'everyevangelistic', 'subscriptionsshould', 'seventy-five-cent', 'normaltraining-school', 'withlargebuildings', 'pcekto-n-iimodit', 'prepheciesfulfilled', 'advisabiliensuing', 'mainorganization', 'earnestcommodate', 'knowledgspondence', 'self-improveable', 'biblicalstandpoint', 'commitincreasing', 'califorformation', 'counter-attractions', 'twenty-cent-aweek', 'califorconventions', 'theresponsibility', 'delightfultplace', 'strongestablishment', 'inwhichnomanshallwork', "resurrecdollars'", 'columblagonference', 'mounpublications', 'revenuegliatemen', 'offermissionaries', 'conpossibilities', 'thirteen-year-old', 'widely-scattered', 'attendentertainment', 'imresponsibility', 'secretarconvention', 'twentycent-a-week', "comparative'tithe", 'commandment-loving', 'world-conditions', 'seventhconvention', 'recommendadesire', 'encouragewatchman', 'introduccarefully', 'instrumentalthis', 'theresponsibilities', 'ieeeeeeeeeteeeeeeeeeeeeeeeeeeeeeeeeee', 'twenty-five-cent-atans', 'enterprisesinsandiego', 'disfellowshiping', 'quarterly-meeting', "change'''wfought", 'spanish-speakmessage', 'radvertisementti', 'filmmultillimmorff', 'becarriedwillbeheavy', 'fifteen-cent-aweek', 'well-constructed', 'especialneighbors', 'instituaccommodation', 'colsuperintendent', 'memoraconference', "exhibition'sorne", 'informationwrite', 'herald-republican', 'ocfamlifaorcnhia', 'church-fellowship', 'ogitammminimmetlnemormellgpitimi', 'constitucompanies', 'self-surrendered', 'recommendparents', 'pacificunionreclb', 'dettoliiiitational', 'half-heartedness', 'churchdiscourage', 'importantarticles', 'encouragethemintheirlabors', 'consideraadditional', 'discouragecopies', 'twenty-cent-a-week', 'considerstatement', 'schreiberwasafaithful', 'recomneighborhood', 'regularly-established', "'''distributing'", 'brotherandsister', "beeit'''greatdollars", 'inpebble-produced', 'represclittutiot', 'comparativeevery', 'washingauthority', 'etlitocialabpartment', 'thoroughlycompetent', "statistical'report", 'tlerffiliatbinger', 'barsecretary-treasurer', 'fellow-christians', 'heart-examination', 'huntsvilleschool', 'appearattractive', 'conardilinethotiglif', 'prohibitionamendment', 'electricrailways', 'missionaryenterprise', 'promisinglooking', 'help-one-another', 'thirtyliterature', 'intellectucumstances', 'outlineelevations', 'great-grandchilof', 'northwesternrcalifornia', 'mindsfaithfulness', 'highlyinflammable', 'spellingexercises', "twenitci'pidericals", 'mloimmkrifilasini', 'chicllerierlirdey', 'officeealtrtnentir', 'medical-missionary', 'linuninterruptedly', "union'''itecokrier", 'responsidifferent', 'food-manufacturing', 'commandpermitting', 'conferencecorporation', 'right-to-the-point', 'causingthesalmilobecommmed', 'lientenant-governor', 'reconsecradegree', 'mexican-speaking', 'fatally-fascinating', 'confrontdestination', 'freewill-offerings', "suffereducation'", 'necessaryexpenses', 'iiiimmonimmitrisumminel', 'newspafacilities', 'refercommentaries', 'representatestimony', 'esinesttisonlisnlehtednese', 'colorittleinidene', 'immediateference', 'forty-houra-week', "inter-mountain's", 'caerttiafiicnatmese', 'alphabetically-arranged', 'heaven-appointed', 'chiirch-iellowship', 'confessrepresent', 'attendedlregularly', 'contemparaneously', "self-supportpreparation'", "un'tolfrevord'er", 'otherinformation', 'intersuperintendent', 'soul-enlightening', 'givereagsuslaisrtance', 'camp-meetfoundation', 'twenty-four-hour-old', 'presnolchoolboard', 'hayden-winkleman', 'bpanislnameriean', 'twenty-five-mile', 'impossiindication', 'ingatherdonation', 'self-exnlanatory', 'twenty-fivetract', 'world-circulating', "onr'opposititit'", 'departassistants', 'three-thousand-dollar', 'providaccommodation', 'fifteen-cent-a-week', 'passenger-trains', 'securprovidential', 'pasadenarnissionary', 'rniscellalancous', 'sunday-observance', 'long-to-be-remembered', 'printing-offices', 'andrecommendthatour', 'bohemian-slavish', 'califorinteresting', 'instrumengrudgingly', 'short-sightedness', 'kinderintermediate', 'seventhconference', 'opportunitywanted', 'southerncaliforniaconference', 'camouthermometer', 'ltifittirttettift', 'the-memfaithfully', 'whenthedayofhisappointmentcame', 'reprimandedthose', 'that-schoolhouse', "officers'-council", 'certifiunderstanding', "pupils'uniformity", 'helenasanitarium', 'considconference', 'encourageaddress', 'cleteipainagreatest', 'continsuccessful', 'attendresponsibility', 'circulaprisonment', 'ftlifillownealflammoolawallimmomell', 'responsiconvention', 'activemissionary', 'some-place-to-go', 'conferinformation', 'advisabilififteen', 'sabbathcamp-meeting', 'influappropriate', 'wonderfulharmony', 'caseperintendent', 'fairdisappointments', 'chrisintellectual', 'antediluvian-well', 'unselfishministration', 'onwsiyubteivaelcye', 'thratighdirections', 'literallyfulfilled', 'fellowaccountability', 'legislaprincipally', 'cincinsuccessfully', 'self-condemnation', 'inevitamidsummer', 'contribconference', "spelling--hick's", 'minnammomtillammomilfilmolifimapoda', 'possiinteresting', 'centralcalifornia', 'nitaininatiiiiisi', 'twenty-cent-atime', 'encouragezitsgeneral', 'correerenecelders', 'vice-president-at-large', 'nursery-garden--a', 'difficultthanwecanimagine', 'strongconsecration', "callegekthe'direetara'of", 'irittiatinterests', 'responsibiliwith', "butyounapeople's", 'upliftopportunity', 'reinforceforcements', 'sebastomultaneously', 'subscriptionprice', 'mandment-keeping', 'seventhday-adventism', 'andalsoanordersent', 'spaolnldmeanttceerrfeoarptiunbslication', 'sabbathprayerful', 'appupil-teachers', 'monasticinterpreters', 'quicklyaccomplished', 'stick-to-it-iveness', 'forty-hour-a-week', 'bulgariaconfused', 'advertiseobsequies', 'lighthousekeeping', 'demonstratcompassion', 'bible-reading-series', 'being-seventy-five', 'poverty-afflicted', 'southremembering', "missionary'literature", 'riallemmianftmpaeinflffmmoonlimi', 'faithfullyproclaims', 'accoininedationi', "inthemaster'sworkintheearth", 'topliff-wheatley', 'personconsequence', 'collectgratitude', 'economicalgreatly', 'fiftycent-a-week', 'matesubscription', 'stumbling-blocks', 'subscriptiovprice', 'poverty-stricken', 'misceellalanneoeuosus', 'piiiniiiiiiidimidtmild', 'much-appreciated', 'teachcorrespondence', 'californiamedical', 'representafabulous', 'regularlyappointed', 'associatreatment', 'describportunity', 'carriage-painting', 'thousandresponded', 'granusubstantial', 'conatantino-iing', 'thoroughlyconverted', 'bootrighteousness', 'beginfundamental', 'selfforgetfulness', 'camp-meetdisappointed', 'northeducational', 'drenefteuraefnecreeosmpatnhyerecqounfeeeretnsce', "qiite'impossible", 'particucompanies', 'thoroughlygraded', 'ciiiite-miptrlai', 'uniiiiniountable', 'tweny-cent-a-week', 'wanted-consecrated', 'xmalleiliffinnende', 'recormnerldations', 'danish-norwegians', 'educationalinstitutions', 'health-question-boxclaim', "inekings-'here'lii", 'missionaryitieeting', 'twenty-five-cent', 'evangelical-medical', 'iiiiiiiiiiiiinniliiiillanitiliniiiiiihiiiii', 'never-to-be-forgotten', 'sabbath-christians', 'thirteen-yearold', 'prograndchildren', 'announcepurchased', 'goodell-intermediate', 'stanford-in-the-vale', 'responsibilbetter', 'eneeetragenirefill', 'faintheartedness', 'appeairn-thennoovveember', 'theirdisobedience', 'two-hundred-acre', 'studentcolporteurs', 'solemnlytraining', 'testimonywritten', 'accreditedschool', 'califorinterested', 'manufacoperation', 'forniatorrintakerit', 'treatment-roorns', 'innnuscriolthiat', 'opportunities-of', 'particreferences', 'terriblecalamity', "ingathering'offeiing", "skepstockholders'", 'pneuresurrection', 'speaketiattppiomented', 'selfrighteousness', 'unehangeableness', 'recordermanagement', 'apparcommissioned', 'secretary-treasurship', 'opportuniporteurs', 'ediaaritginggkeuja-tion', 'indebtedmatchless', 'begincircumstances', "theleaderbi'aggieeiive", 'eciuippedprinting', 'continually-reviving', 'self-gratification', 'recorrespondence', 'sourals-extravagant', 'ipaiiitecttheselido', "practice'reaches", 'drilling-machines', 'twocharacteristics', 'followingdepartmental', 'tifteen-cent-aweek', 'discoursuffering', "'responsibility'", 'courtrvattritatuamicuoif', 'superscrumnubious', 'isiorthwesterwalifornia', 'thorough-heartedness', 'would-ourmissionary', 'constituevangelistic', 'sanitaripartment', 'twenty-cent-abring', 'septemeducational', 'departmentsition', 'puritandetermined', 'respectannouncement', 'subscriptionbook', 'improperlytrained', 'afincerereatitade', 'notwithstandwith', 'periodicalsalone', 'tetharepretarrildtinte', 'connecsubscription', 'inautlierizednovaett', 'mintliftavarellfia', 'uodcainmsptruodvyemaetnthomase', 'pioneer-missionary', 'gympathrivarouseda', 'burden-blessings', "heiena'sanitatiuni", 'sacramentoreport', 'ifinlifmnsmagelbffuommilli', 'schoolwith-a-mission', 'evangelisticfactorinprintedformput', 'transsubscriptions', 'remittanceshould', 'transforpresented', 'princiapplication', 'non-dividend-paying', 'spelling-matches', 'satisfacfoundation', 'commandpreparation', 'thisrecommendation', 'self-forgetfulness', 'centurrefreshing', 'observacommandments', 'evangelicalmagazines', 'sixteen-year-old', 'martyr-witnesses', 'strongerinflueliss', 'compulsoryobservance', "s'itsytsmmmmsssmsyismytyiy", 'organizimportant', 'writchurches-dinuba', 'conferimpossible', 'phonographic-wise', 'thrashing-machine', 'stwhaoetuamlndiinsngiosvwtariadtnivognise', "in'the'tinion'een", 'highest-standard', 'exceedauditorium', 'supperintenedent', 'oppositionshould', 'evangelisticcanvassing', 'self-sacrificingly', 'wagner-greenwood', "b'shovuothechem'", 'songstifrsetesnon', 'gaster-dress-making', 'neighborservices', 'iswithusforatime', 'escondido-german', 'interresponsibilities', 'philipnotwithstanding', "sabbath-keeper's", 'this-association', 'containeverlasting', 'positionglorifies', 'instrucstructive', 'charityteachers-came', "brang'''crffices", 'confersecutively', 'teachinargethere', 'preciousexperienee', 'all-the-year-round', 'barstdvii-cotony', 'sisterscirculating', ...], 15)
Correction 7 -- Remove long error tokens¶
In [37]:
# %load shared_elements/remove-tokens-with-long-strings-of-characters.py
prev = cycle
cycle = "correction7"
directories = utilities.define_directories(prev, cycle, base_dir)
if not os.path.exists(directories['cycle']):
os.makedirs(directories['cycle'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
text = re.sub(r"[0-9,!?$:;&]", " ", content)
tokens = utilities.tokenize_text(text)
replacements = []
replacements.append(clean.check_for_repeating_characters(tokens, "m|M"))
replacements.append(clean.check_for_repeating_characters(tokens, "e|E"))
replacements.append(clean.check_for_repeating_characters(tokens, "l|L"))
replacements.append(clean.check_for_repeating_characters(tokens, "i|I"))
replacements.append(clean.check_for_repeating_characters(tokens, "f|F"))
replacements = [item for sublist in replacements for item in sublist]
if len(replacements) > 0:
print('{}: {}'.format(filename, replacements))
for replacement in replacements:
content = clean.replace_pair(replacement, content)
else:
pass
with open(join(directories['cycle'], filename), mode="w") as o:
o.write(content)
o.close()
PUR19080917-V08-07-page6.txt: [('IIIIMMONimmitrisumminel', ' ')]
PUR19140625-V13-47-page1.txt: [('NNeeceeeeciseee', ' ')]
PUR19140702-V13-48-page1.txt: [('MMMMMMMMMMMMMMMMMMM', ' ')]
PUR19150513-V14-40-page3.txt: [('vviissiittiing', ' ')]
PUR19170607-V16-44-page31.txt: [('iiiiiiiiiiiiinniliiiillanitiliniiiIIIHIIIII', ' '), ('PIIINIIIIIIidIMIDTMIld', ' ')]
PUR19170830-V17-04-page8.txt: [('ploommulimmmiltlammatillp', ' ')]
PUR19170927-V17-08-page8.txt: [('SplammoliginmonnammommUltetillin', ' ')]
PUR19171004-V17-09-page1.txt: [('anasseamosmooffillnliffimomplffidnalinenellfttlefammemetjfiflinimmmmal', ' ')]
PUR19171018-V17-11-page1.txt: [('ftlifillownealflammoolaWallimmomell.mmemliffiernftgoommetimalimonfismumlie.', ' '), ('ftlifillownealflammoolaWallimmomell.mmemliffiernftgoommetimalimonfismumlie.', ' ')]
PUR19171115-V17-15-page8.txt: [('Umeombilliniellamonelligralgaliamme', ' ')]
PUR19190417-V18-37-page3.txt: [('trommammoom.m...mm', ' ')]
PUR19200506-V19-38-page8.txt: [('IEEEEEEEEETEEEEEEEEEEEEEEEEEEEEEEEEEE', ' ')]
PUR19200513-V19-39-page8.txt: [('Hiffiffiffiffi', ' ')]
PUR19200520-V19-40-page8.txt: [('fiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi', ' ')]
PUR19200617-V19-44-page8.txt: [('ffigiffiffiffiffiffiffiffi', ' ')]
PUR19200819-V20-01-page8.txt: [('ffiSSffiWMffiffilfiffiSSMSE', ' ')]
In [40]:
# %load shared_elements/summary.py
summary = reports.overview_report(directories['cycle'], spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/correction7 Average verified rate: 0.9705169293523703 Average of error rates: 0.0320264089701977 Total token count: 6524083
In [41]:
# %load shared_elements/top_errors.py
errors_summary = reports.get_errors_summary( summary )
reports.top_errors( errors_summary, 10 )[:50]
Out[41]:
[('e', 16599),
('w', 15050),
('m', 10893),
('g', 10527),
('f', 7287),
('r', 6595),
('d', 6494),
("'", 4847),
('t', 4436),
('n', 3112),
('th', 1447),
('x', 808),
('k', 690),
('tion', 619),
('u', 579),
('ords', 406),
('co', 385),
('ence', 377),
('re', 359),
('seventhday', 345),
('sabbathschool', 293),
('ment', 284),
('ference', 278),
('inter-mountain', 276),
('verah', 258),
('ex', 246),
('wm', 242),
("canvassers'", 229),
('pepperwood', 223),
('ber', 212),
('ers', 204),
('z', 202),
('lb', 195),
("the'", 189),
('ple', 185),
('oo', 182),
('io', 181),
('twentyfifth', 168),
("''", 165),
('sionary', 161),
('ly', 158),
('pa', 154),
('tions', 150),
("bookmen's", 149),
('mo', 144),
("colporteurs'", 144),
('un', 144),
('ft', 138),
('al', 138),
('mt', 135)]
Correction 8 -- Separate Squashed Words¶
In [43]:
# %load shared_elements/separate_squashed_words.py
import pandas as pd
from math import log
prev = cycle
cycle = "correction8"
directories = utilities.define_directories(prev, cycle, base_dir)
if not os.path.exists(directories['cycle']):
os.makedirs(directories['cycle'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
verified_tokens = []
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
clean.get_approved_tokens(content, spelling_dictionary, verified_tokens)
tokens_with_freq = dict(collections.Counter(verified_tokens))
words = pd.DataFrame(list(tokens_with_freq.items()), columns=['token','freq'])
words_sorted = words.sort_values('freq', ascending=False)
words_sorted_short = words_sorted[words_sorted.freq > 2]
sorted_list_of_words = list(words_sorted_short['token'])
corpus = (f for f in listdir(directories['prev']) if not f.startswith('.') and isfile(join(directories['prev'], f)))
for filename in corpus:
content = utilities.readfile(directories['prev'], filename)
text = utilities.strip_punct(content)
tokens = utilities.tokenize_text(text)
wordcost = dict((k, log((i+1)*log(len(sorted_list_of_words)))) for i,k in enumerate(sorted_list_of_words))
maxword = max(len(x) for x in sorted_list_of_words)
replacements = []
for token in tokens:
if not token.lower() in spelling_dictionary:
if len(token) > 17:
if re.search(r"[\-\-\'\"]", token):
pass
else:
split_string = clean.infer_spaces(token, wordcost, maxword)
list_split_string = split_string.split()
if clean.verify_split_string(list_split_string, spelling_dictionary):
replacements.append((token, split_string))
else:
pass
else:
pass
else:
pass
if len(replacements) > 0:
print("{}: {}".format(filename, replacements))
for replacement in replacements:
content = clean.replace_pair(replacement, content)
else:
pass
with open(join(directories['cycle'], filename), mode="w") as o:
o.write(content)
o.close()
PUR19010801-V01-01-page1.txt: [('sanetifiedAclgtrient', 's a net if i ed A c l g t r i e n t')]
PUR19010829-V01-03-page5.txt: [('commandmentkeepers', 'commandment keepers')]
PUR19011107-V01-08-page13.txt: [('commandmentkeeping', 'commandment keeping')]
PUR19011121-V01-09-page16.txt: [('regularlyrecurring', 'regularly recurring')]
PUR19011205-V01-10-page1.txt: [('thoroughlyconverted', 'thoroughly converted')]
PUR19020116-V01-13-page15.txt: [('Christianexperience', 'Christian experience')]
PUR19020116-V01-13-page16.txt: [('regularlyappointed', 'regularly appointed')]
PUR19020130-V01-14-page7.txt: [('Morgannevertheless', 'Morgan nevertheless')]
PUR19020213-V01-15-page20.txt: [('quicklyaccomplished', 'quickly accomplished')]
PUR19020313-V01-16-page1.txt: [('fellowaccountability', 'fellow accountability')]
PUR19020313-V01-16-page14.txt: [('conferresponsibility', 'confer responsibility')]
PUR19020410-V01-18-page6.txt: [('gorgeouslydecorated', 'gorgeous l y decorated')]
PUR19020619-V01-23-page3.txt: [('Interresponsibilities', 'Inter responsibilities')]
PUR19020619-V01-23-page6.txt: [('presicorrespondence', 'pres i correspondence')]
PUR19020717-V01-25-page12.txt: [('regularlyorganized', 'regularly organized')]
PUR19020731-V01-26-page9.txt: [('establishdepartment', 'establish department')]
PUR19021009-V02-05-page4.txt: [('ofSeattleandTacomaSanitariums', 'of Seattle and Tacoma Sanitariums'), ('enterprisesinSanDiego', 'enterprises in San Diego'), ('embracedthetruthandr', 'embraced the truth an dr')]
PUR19030101-V02-11-page11.txt: [('constantlyincreasing', 'constantly increasing')]
PUR19030101-V02-11-page5.txt: [('regularlyprescribed', 'regularly prescribed')]
PUR19030312-V02-16-page1.txt: [('instrumengrudgingly', 'inst ru men grudgingly')]
PUR19030312-V02-16-page4.txt: [('teachconsideration', 'teach consideration')]
PUR19030326-V02-17-page6.txt: [('patronresponsibility', 'patron responsibility')]
PUR19030618-V02-22-page7.txt: [('secretarytreasurer', 'secretary treasurer')]
PUR19030924-V03-04-page8.txt: [('grantedcredentials', 'granted credentials')]
PUR19031105-V03-07-page6.txt: [('observacommandments', 'o b ser v a commandments')]
PUR19031217-V03-10-page15.txt: [('thePuritantheocracy', 'the Puritan theocracy')]
PUR19040211-V03-14-page7.txt: [('intersuperintendent', 'inter superintendent'), ('andreadbeforethesociety', 'and read before the society')]
PUR19040324-V03-17-page11.txt: [('profitableoccasion', 'profitable occasion')]
PUR19040324-V03-17-page13.txt: [('encourstrengthened', 'en c our strengthened')]
PUR19040505-V03-20-page11.txt: [('possibleconsistent', 'possible consistent')]
PUR19040623-V03-25-page5.txt: [('connecsubscription', 'con n e c s u b s c r i p t i o n')]
PUR19040630-V03-26-page3.txt: [('periodsuperintendent', 'period superintendent')]
PUR19040707-V03-27-page4.txt: [('thoroughlyequipped', 'thoroughly equipped')]
PUR19040811-V04-02-page4.txt: [('Fairdisappointments', 'Fair disappointments')]
PUR19040901-V04-05-page7.txt: [('WesterniWashington', 'Western i Washington')]
PUR19040908-V04-06-page1.txt: [('departmenencourage', 'depart men encourage')]
PUR19040922-V04-08-page4.txt: [('accOrriplishedmuch', 'a c c Or rip l i shed much')]
PUR19041124-V04-18-page5.txt: [('commandmentkeeping', 'commandment keeping')]
PUR19041201-V04-19-page6.txt: [('givereagsuslaisrtance', 'give rea g s u s l a i s r t a n c e')]
PUR19050302-V04-32-page2.txt: [('fiaillistratielini', 'f i a i l l i s t r a t i e l i n i')]
PUR19080213-V07-28-page9.txt: [('followingdepartmental', 'following departmental')]
PUR19080319-V07-33-page5.txt: [('presumetheyhavealsobeenwidelycirculated', 'presume they have also been widely circulated'), ('withanaveragetpOrofrom', 'with an aver a get p Or o from')]
PUR19080402-V07-35-page3.txt: [('encouragethemintheirlabors', 'encourage them in their labors'), ('Itwasagreathelptotheworkto', 'It was a great help to the work to')]
PUR19080423-V07-38-page1.txt: [('Whenthedayofhisappointmentcame', 'When the day of his appointment came'), ('tothechagrinofthepoliceman', 'to the c ha grin of the policeman')]
PUR19080910-V08-06-page1.txt: [('ofthechurchesofthedifferenttpetsdid', 'of the churches of the different t p e t s d i d')]
PUR19081022-V08-12-page2.txt: [('sisterscirculating', 'sisters circulating')]
PUR19081029-V08-13-page4.txt: [('monasticinterpreters', 'mon as tic interpreters')]
PUR19091202-V09-18-page3.txt: [('Missionarylicenses', 'Missionary licenses')]
PUR19100203-V09-27-page2.txt: [('strongerinflueliss', 'stronger in flu el is s')]
PUR19100224-V09-30-page9.txt: [('theresponsibilities', 'the responsibilities')]
PUR19100630-V09-48-page2.txt: [('etlitOcialAbpartment', 'et lit O c i a l A b part men t')]
PUR19100929-V10-09-page10.txt: [('evangelicalmagazines', 'evangelical magazines')]
PUR19100929-V10-09-page9.txt: [('Twocharacteristics', 'Two characteristics')]
PUR19101006-V10-10-page3.txt: [('literallyfulfilled', 'literally fulfilled')]
PUR19101013-V10-11-page2.txt: [('interestmanifested', 'interest manifested')]
PUR19101201-V10-18-page3.txt: [('commandmentkeepers', 'commandment keepers')]
PUR19110105-V10-23-page2.txt: [('IpaiiitecttheselidO', 'I p a ii it e c t t h e s e l i d O')]
PUR19110302-V10-31-page11.txt: [('ILIFORNIAMDITEVADA', 'I L I FOR N I A M D I T E V A D A')]
PUR19110302-V10-31-page4.txt: [('Adventistscontinuing', 'Adventists continuing')]
PUR19110413-V10-37-page2.txt: [('unselfishministration', 'unselfish ministration')]
PUR19110420-V10-38-page8.txt: [('dettoliiiitational', 'de t t o l i i i i t a t i o n a l')]
PUR19110511-V10-41-page1.txt: [('Sinadaysipreaghing', 'S in a day sip rea g h i n g')]
PUR19110525-V10-43-page2.txt: [('missionaryenterprise', 'missionary enterprise')]
PUR19110803-V11-01-page4.txt: [('theirdetermination', 'their determination')]
PUR19121024-V12-13-page7.txt: [('churchesexpressing', 'churches expressing')]
PUR19121031-V12-14-page7.txt: [('ileeekitliliggieVatiPyos', 'i lee e k i t l i l i g g i e V a t i P y o s')]
PUR19130123-V12-26-page8.txt: [('greatgrandchildren', 'great grandchildren')]
PUR19130417-V12-38-page4.txt: [('incliscrirainately', 'incl is c r i r a i n a t e l y')]
PUR19130522-V12-43-page8.txt: [('thoroughlycompetent', 'thoroughly competent')]
PUR19131211-V13-19-page3.txt: [('encouragezitsgeneral', 'encourage zit s general')]
PUR19140122-V13-25-page7.txt: [('COnardilinethotiglif', 'C On ard i lin et hot i g l i f')]
PUR19140212-V13-28-page2.txt: [('prohibitionamendment', 'prohibition amendment')]
PUR19140212-V13-28-page8.txt: [('receiptcertificates', 'receipt certificates')]
PUR19140219-V13-29-page6.txt: [('receiptcertificates', 'receipt certificates')]
PUR19140226-V13-30-page6.txt: [('receiptcertificates', 'receipt certificates')]
PUR19140305-V13-31-page8.txt: [('receiptcertificates', 'receipt certificates')]
PUR19140806-V14-01-page4.txt: [('kasimosaeommillismesillissmola', 'k a s i m o s a e o m m i l l i s m e s i l l i s s m o l a')]
PUR19140910-V14-06-page14.txt: [('ofthatexcellentTemperanceInstructor', 'of that excellent Temperance Instructor'), ('nummummitipasfinafillfill', 'num mum m i t i p a s f i n a f i l l f i l l')]
PUR19141022-V14-12-page4.txt: [('andalsoanordersent', 'and also an order sent')]
PUR19141022-V14-12-page5.txt: [('mintliftavarellfia', 'mint lift a var ell f i a')]
PUR19141022-V14-12-page6.txt: [('commandmentkeepers', 'commandment keepers')]
PUR19141112-V14-15-page7.txt: [('Columblagonference', 'C o lum b lag on fer en c e')]
PUR19141126-V14-17-page7.txt: [('thisrecommendation', 'this recommendation')]
PUR19141231-V14-22-page7.txt: [('Biblicalstandpoint', 'Biblical standpoint')]
PUR19150114-V14-24-page1.txt: [('Conferencehavofelt', 'Conference ha v o felt')]
PUR19150128-V14-26-page3.txt: [('Pasadenarnissionary', 'Pas a den ar n i s s i o n a r y')]
PUR19150128-V14-26-page8.txt: [('electricallydriven', 'electrically driven')]
PUR19150225-V14-30-page2.txt: [('gatheredonthebankoftheVerde', 'gathered on the bank of the Verde'), ('othersarealmostreadyforthatordi', 'others are almost ready for that or di')]
PUR19150311-V14-32-page17.txt: [('SouthernCaliforniaConference', 'Southern California Conference')]
PUR19150415-V14-36-page5.txt: [('preciousexperienee', 'precious exp er i en e e')]
PUR19150506-V14-39-page7.txt: [('neverthelessseemed', 'nevertheless seemed')]
PUR19150513-V14-40-page1.txt: [('itssigniAcancoreally', 'its sign i A can core ally')]
PUR19150520-V14-41-page8.txt: [('secretarytreasurer', 'secretary treasurer')]
PUR19150603-V14-43-page2.txt: [('receiptcertificate', 'receipt certificate')]
PUR19150603-V14-43-page5.txt: [('withlargebuildings', 'with large buildings')]
PUR19150624-V14-46-page8.txt: [('secretarytreasurer', 'secretary treasurer')]
PUR19150819-V15-02-page8.txt: [('PUBLISHEDWEEKLYBYTHE', 'PUBLISHED WEEKLY BY THE')]
PUR19151028-V15-12-page2.txt: [('solicitingdonations', 'soliciting donations')]
PUR19151028-V15-12-page3.txt: [('attendedlregularly', 'attended l regularly')]
PUR19151028-V15-12-page8.txt: [('interestingeditorials', 'interesting editorials')]
PUR19151209-V15-18-page6.txt: [('secretarytreasurer', 'secretary treasurer')]
PUR19151223-V15-20-page7.txt: [('greatgrandchildren', 'great grandchildren')]
PUR19160302-V15-30-page4.txt: [('Conferencecorporation', 'Conference corporation')]
PUR19160316-V15-32-page6.txt: [('andrecommendthatour', 'and recommend that our')]
PUR19160413-V15-36-page5.txt: [('Paithfulnessbrings', 'P a it h fulness brings')]
PUR19160413-V15-36-page7.txt: [('Recordermanagement', 'Recorder management'), ('hecobnetaatinevsear', 'he cob net a a tine vs ear')]
PUR19160427-V15-38-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19160504-V15-39-page7.txt: [('greatgrandchildren', 'great grandchildren')]
PUR19160511-V15-40-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19160608-V15-44-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19160615-V15-45-page7.txt: [('Recordermanagement', 'Recorder management'), ('greatgrandchildren', 'great grandchildren')]
PUR19160622-V15-46-page2.txt: [('receiptcertificates', 'receipt certificates')]
PUR19160622-V15-46-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19160706-V15-48-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19160720-V15-50-page6.txt: [('receiptcertificates', 'receipt certificates')]
PUR19160727-V15-51-page6.txt: [('Recordermanagement', 'Recorder management')]
PUR19160817-V16-02-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19160824-V16-03-page6.txt: [('Recordermanagement', 'Recorder management')]
PUR19160907-V16-05-page1.txt: [('secretarytreasurer', 'secretary treasurer')]
PUR19160907-V16-05-page4.txt: [('compulsoryobservance', 'compulsory observance')]
PUR19160921-V16-07-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19160928-V16-08-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19161019-V16-11-page5.txt: [('conscienceprayerfully', 'conscience prayerfully')]
PUR19161026-V16-12-page2.txt: [('arrangeencouraging', 'arrange encouraging')]
PUR19161102-V16-13-page2.txt: [('coopcorrespondence', 'coop correspondence')]
PUR19161102-V16-13-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19161109-V16-14-page6.txt: [('Recordermanagement', 'Recorder management')]
PUR19161116-V16-15-page1.txt: [('Testimonderstanding', 'Test im on der standing')]
PUR19161116-V16-15-page6.txt: [('Recordertnanagement', 'Record ert nan age men t')]
PUR19161207-V16-18-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19161214-V16-19-page3.txt: [('containeverlasting', 'contain everlasting')]
PUR19161214-V16-19-page8.txt: [('subscriptionsshould', 'subscriptions should')]
PUR19170111-V16-23-page2.txt: [('prophrepresentation', 'prop h representation')]
PUR19170118-V16-24-page6.txt: [('congregamaintained', 'c ong reg a maintained')]
PUR19170125-V16-25-page2.txt: [('attendresponsibility', 'attend responsibility')]
PUR19170125-V16-25-page5.txt: [('existcordermanagement', 'exist corder management')]
PUR19170208-V16-27-page5.txt: [('Recordermanagement', 'Recorder management')]
PUR19170215-V16-28-page2.txt: [('interestattendance', 'interest attendance')]
PUR19170215-V16-28-page5.txt: [('Recordermanagement', 'Recorder management')]
PUR19170301-V16-30-page5.txt: [('Recordermanagement', 'Recorder management')]
PUR19170308-V16-31-page12.txt: [('nationaltranslation', 'national translation')]
PUR19170308-V16-31-page14.txt: [('obtainaopportunity', 'obtain a opportunity')]
PUR19170308-V16-31-page19.txt: [('Recordermanagement', 'Recorder management')]
PUR19170308-V16-31-page3.txt: [('Departstrengthening', 'Depart strengthening')]
PUR19170315-V16-32-page4.txt: [('attendentertainment', 'attend entertainment')]
PUR19170322-V16-33-page2.txt: [('constituestablished', 'cons tit u e s t a b l i s h e d'), ('encouragconsideration', 'en c our a g c o n s i d e r a t i o n')]
PUR19170322-V16-33-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19170329-V16-34-page5.txt: [('announcparticipating', 'an no u n c p a r t i c i p a t i n g')]
PUR19170329-V16-34-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19170405-V16-35-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19170419-V16-37-page2.txt: [('teachcorrespondence', 'teach correspondence')]
PUR19170426-V16-38-page1.txt: [('constitutionaldaeral', 'constitution ald a era l')]
PUR19170517-V16-41-page1.txt: [('manconscientiously', 'man conscientiously')]
PUR19170524-V16-42-page3.txt: [('receiptcertificate', 'receipt certificate')]
PUR19170607-V16-44-page21.txt: [('INSIESIMMENinfiniiiliillIZIHIA', 'IN S I E S I M M E N i n f i n i i i l i i l l I Z I H I A')]
PUR19170614-V16-45-page2.txt: [('receiptcertificate', 'receipt certificate')]
PUR19170614-V16-45-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19170628-V16-47-page2.txt: [('impossithanksgiving', 'im pos s i thanksgiving')]
PUR19170712-V16-49-page6.txt: [('Recordermanagement', 'Recorder management')]
PUR19170719-V16-50-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19170726-V16-51-page4.txt: [('certifiunderstanding', 'cert if i understanding')]
PUR19170726-V16-51-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19170726-V16-51-page8.txt: [('difficultthanwecanimagine', 'difficult than we can imagine')]
PUR19170809-V17-01-page4.txt: [('Recordermanagement', 'Recorder management')]
PUR19170830-V17-04-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19170906-V17-05-page6.txt: [('magacordermanagement', 'mag a corder management')]
PUR19170913-V17-06-page6.txt: [('Recordermanagement', 'Recorder management')]
PUR19171004-V17-09-page1.txt: [('demonstratcompassion', 'demon str at compassion')]
PUR19171004-V17-09-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19171018-V17-11-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19171025-V17-12-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19171101-V17-13-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19171108-V17-14-page1.txt: [('Novemberprivileges', 'November privileges')]
PUR19171115-V17-15-page5.txt: [('commandpreparation', 'command preparation')]
PUR19171115-V17-15-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19171129-V17-17-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19171206-V17-18-page2.txt: [('trustGodhasreposedinusasstewriT', 'trust God has reposed in us as stew r i T'), ('disseminatnecessary', 'dis semi nat necessary')]
PUR19171213-V17-19-page7.txt: [('Recordermanagement', 'Recorder management')]
PUR19171220-V17-20-page8.txt: [('publishsubscribers', 'publish subscribers')]
PUR19171227-V17-21-page2.txt: [('orglinizaspiritual', 'org lin i z a s p i r i t u a l')]
PUR19180110-V17-23-page2.txt: [('churcheseverywhere', 'churches everywhere')]
PUR19180314-V17-32-page6.txt: [('Strongconsecration', 'Strong consecration')]
PUR19180321-V17-33-page8.txt: [('institranscontinental', 'inst i transcontinental')]
PUR19180404-V17-35-page2.txt: [('materialconsideration', 'material consideration')]
PUR19180411-V17-36-page3.txt: [('superintenpublishing', 'super in ten publishing')]
PUR19180425-V17-38-page1.txt: [('Seventhconferences', 'Seventh conferences')]
PUR19180425-V17-38-page3.txt: [('Cincinsuccessfully', 'C in c in successfully')]
PUR19180502-V17-39-page1.txt: [('notwithstandaddress', 'not withstand address')]
PUR19180516-V17-41-page6.txt: [('continuedcorrespondence', 'continued correspondence')]
PUR19180523-V17-42-page3.txt: [('receiptcertificate', 'receipt certificate')]
PUR19180530-V17-43-page2.txt: [('assignpromulgation', 'assign promulgation')]
PUR19180530-V17-43-page4.txt: [('denominationifornia', 'denomination if or n i a')]
PUR19180627-V17-47-page4.txt: [('conferencesecretary', 'conference secretary')]
PUR19180704-V17-48-page1.txt: [('couragingalltogetintotheworkas', 'c our aging all to get into the work as')]
PUR19180704-V17-48-page8.txt: [('transsubscriptions', 'trans subscriptions')]
PUR19180711-V17-49-page1.txt: [('evangelisticfactorinprintedformput', 'evangelistic factor in printed form put'), ('thatwastheverythingthatmade', 'that was the very thing that made')]
PUR19180718-V17-50-page1.txt: [('inwhichnomanshallwork', 'in which no man shall work')]
PUR19180808-V18-01-page4.txt: [('Congregationplemented', 'Congregation p le men ted')]
PUR19180815-V18-02-page8.txt: [('doserviceforGodwillbepassed', 'do service for God will be passed')]
PUR19180822-V18-03-page3.txt: [('successfullycarried', 'successfully carried')]
PUR19180822-V18-03-page8.txt: [('Thetimeofourgreatannual', 'The time of our great annual')]
PUR19180905-V18-05-page1.txt: [('Thatthenecessarymeansfor', 'That the necessary means for'), ('becarriedwillbeheavy', 'be carried will be heavy')]
PUR19180905-V18-05-page3.txt: [('conferencecommittee', 'conference committee')]
PUR19180912-V18-06-page3.txt: [('NorthwesternrCalifornia', 'Northwestern r C a l i f o r n i a')]
PUR19180919-V18-07-page4.txt: [('NorthwesternCalifornia', 'Northwestern California')]
PUR19180926-V18-08-page6.txt: [('secretarytreasurer', 'secretary treasurer')]
PUR19180926-V18-08-page8.txt: [('exhaustconjunction', 'exhaust conjunction')]
PUR19181128-V18-17-page1.txt: [('encourconfederacies', 'en c our con fed era c i e s')]
PUR19190130-V18-26-page5.txt: [('Northwestearnestly', 'Northwest earnestly')]
PUR19190206-V18-27-page3.txt: [('unavoidacommission', 'una void a commission')]
PUR19190403-V18-35-page3.txt: [('representreligious', 'represent religious')]
PUR19190403-V18-35-page7.txt: [('Linuninterruptedly', 'L in uninterruptedly')]
PUR19190410-V18-36-page8.txt: [('loveliconversation', 'love l i conversation')]
PUR19190515-V18-41-page4.txt: [('experiencesscription', 'experiences script ion')]
PUR19190515-V18-41-page7.txt: [('advertiseparticulars', 'advertise particulars')]
PUR19190522-V18-42-page6.txt: [('desiresconsecrated', 'desires consecrated')]
PUR19190529-V18-43-page8.txt: [('educationalinstitutions', 'educational institutions')]
PUR19190717-V18-50-page4.txt: [('Califorrighteousness', 'Cali for righteousness')]
PUR19190807-V19-01-page5.txt: [('accredsubscription', 'a c c red subscription')]
PUR19190814-V19-02-page8.txt: [('Calislibmumilemsglegittalivamominplommila', 'Cal is lib mum ile ms g l e g i t t a l i v a m o m i n p l o m m i l a')]
PUR19190904-V19-04-page1.txt: [('understandunparalleled', 'understand unparalleled')]
PUR19190904-V19-04-page8.txt: [('itwillthenbemorefully', 'it will then be more fully')]
PUR19190918-V19-06-page8.txt: [('gentlemanprofitless', 'gentleman profit less')]
PUR19190925-V19-07-page4.txt: [('studentcolporteurs', 'student colporteurs')]
PUR19191009-V19-09-page2.txt: [('especiallyinteresting', 'especially interesting')]
PUR19191009-V19-09-page5.txt: [('expericonversation', 'exp er i conversation')]
PUR19191023-V19-11-page8.txt: [('consistpreliminary', 'consist preliminary')]
PUR19191106-V19-13-page2.txt: [('churchoccasionally', 'church occasionally')]
PUR19191113-V19-14-page2.txt: [('legislaprincipally', 'leg is la principally')]
PUR19191113-V19-14-page3.txt: [('satisfacfoundation', 'sat is fac foundation')]
PUR19191204-V19-17-page7.txt: [('whevremitnoditliciedutscoarrdeerot', 'whe v remit nod it l i c i ed u t s c o a r r d e e r o t')]
PUR19200129-V19-25-page4.txt: [('entertainmissionary', 'entertain missionary')]
PUR19200129-V19-25-page7.txt: [('onwsiyubteivaelcye', 'on w s i y u b t e i v a e l c y e')]
PUR19200226-V19-28-page3.txt: [('responsiconvention', 'res p on s i convention')]
PUR19200311-V19-30-page4.txt: [('Evangelimmediately', 'Evangel immediately')]
PUR19200408-V19-34-page8.txt: [('SsouthearnstcaCJai', 'S south earn st c a C J ai')]
PUR19200415-V19-35-page5.txt: [('kinderintermediate', 'kinder intermediate')]
PUR19200513-V19-39-page4.txt: [('reinforceforcements', 'rein force for cement s')]
PUR19200513-V19-39-page7.txt: [('cornerColtonAvenueBoulevardand', 'corner Colton Avenue Boulevard and')]
PUR19200520-V19-40-page3.txt: [('Califorinteresting', 'Cali for interesting')]
PUR19200722-V19-49-page3.txt: [('Internationcomplished', 'Inter nation com p l i shed')]
PUR19200722-V19-49-page8.txt: [('instituaccommodation', 'inst it u a c c o m m o d a t i o n')]
PUR19200805-V19-51-page1.txt: [('representafabulous', 'represent a fabulous')]
PUR19200819-V20-01-page2.txt: [('strongestablishment', 'strong establishment')]
PUR19200819-V20-01-page4.txt: [('providaccommodation', 'prov i d a c c o m m o d a t i o n')]
PUR19200826-V20-02-page2.txt: [('confrontdestination', 'confront destination')]
PUR19200902-V20-03-page5.txt: [('characteropportunity', 'character opportunity')]
PUR19200902-V20-03-page6.txt: [('subscripcounsellors', 'sub scrip counsellor s')]
PUR19200923-V20-06-page2.txt: [('demonstragathering', 'demon str a gathering')]
PUR19200923-V20-06-page4.txt: [('superintendcandles', 'superintend candles')]
PUR19200930-V20-07-page2.txt: [('Philipnotwithstanding', 'Philip notwithstanding')]
PUR19200930-V20-07-page6.txt: [('consideraadditional', 'consider a additional')]
PUR19201007-V20-08-page2.txt: [('secretarytreasurer', 'secretary treasurer')]
PUR19201021-V20-10-page8.txt: [('secretarconvention', 'secret ar convention')]
PUR19201028-V20-11-page6.txt: [('Ingatheraccomplished', 'Ingather accomplished')]
PUR19201104-V20-12-page2.txt: [('evangelisticcanvassing', 'evangelistic canvassing')]
PUR19201111-V20-13-page3.txt: [('NaftaliAiirAiiilkx', 'N a f t a l i A i i r A i i i l k x'), ('ININIVANWORIPSprim', 'IN IN IV AN W O R I P S p r i m')]
PUR19201118-V20-14-page4.txt: [('faithfullyproclaims', 'faithfully proclaims')]
PUR19201125-V20-15-page6.txt: [('superintenddaughters', 'superintend daughters')]
PUR19201202-V20-16-page3.txt: [('Califorconventions', 'Cali for conventions')]
PUR19201209-V20-17-page2.txt: [('respectannouncement', 'respect announcement'), ('announcprohibiting', 'an no u n c p r o h i b i t i n g')]
PUR19201223-V20-19-page4.txt: [('Ingatherthirteenth', 'Ingather thirteenth')]
PUR19201230-V20-20-page5.txt: [('Begincircumstances', 'Begin circumstances')]
In [46]:
# %load shared_elements/summary.py
summary = reports.overview_report(directories['cycle'], spelling_dictionary, title)
Directory: /Users/jeriwieringa/Dissertation/text/text/2017-01-31-corpus-with-utf8-split-into-titles-cleaning/PUR/correction8 Average verified rate: 0.9705368861327659 Average of error rates: 0.03200280318678077 Total token count: 6525108
In [47]:
# %load shared_elements/top_errors.py
errors_summary = reports.get_errors_summary( summary )
reports.top_errors( errors_summary, 10 )[:50]
Out[47]:
[('e', 16628),
('w', 15052),
('m', 10911),
('g', 10539),
('f', 7296),
('r', 6615),
('d', 6505),
("'", 4847),
('t', 4472),
('n', 3139),
('th', 1447),
('x', 809),
('k', 693),
('tion', 619),
('u', 588),
('ords', 406),
('co', 385),
('ence', 377),
('re', 359),
('seventhday', 345),
('sabbathschool', 293),
('ment', 284),
('ference', 278),
('inter-mountain', 276),
('verah', 258),
('ex', 246),
('wm', 242),
("canvassers'", 229),
('pepperwood', 223),
('ber', 212),
('ers', 204),
('z', 204),
('lb', 195),
("the'", 189),
('ple', 185),
('oo', 182),
('io', 181),
('twentyfifth', 168),
("''", 165),
('sionary', 161),
('ly', 158),
('pa', 154),
('tions', 150),
("bookmen's", 149),
('mo', 144),
("colporteurs'", 144),
('un', 144),
('ft', 138),
('al', 138),
('mt', 135)]
In [ ]: