Report on spell-check quality and possibilities for future improvements

Code to generate the reports

import pandas as pd
pd.options.display.max_rows = 10000
import os

dir_ = '/Users/jeriwieringa/Dissertation/drafts/data/spelling-statistics/round4/'

def results_to_df(title):
    for filename in os.listdir(dir_):
        if filename.endswith("{}.txt".format(title)):
            print("File: {}".format(filename))
            df = pd.read_csv(dir_ + filename)
            df['word_length'] = df['spell_error'].str.len()
            print("{} has {} rows".format(title, len(df.index)))
    return(df)

def query_df(df, count_min, length_min, sort_by):
    return(df.query('count > {} & word_length > {}'.format(count_min, length_min)).sort_values(sort_by, ascending=False))

General Observations

• frequent problem of hyphenated words compressed into single token (turns out this was a regex problem created during cleaning). Will need to verify if this is still persistent after running on corpus without "preliminary cleaning"
• Some corpus specific vocabulary and regex needs.

ADV (The Advocate)

General Information

• Date range: 1898 - 1905
• Publication cycle: Monthly
• Layout notes: Early issues are single column. Moves to a two column layout in 1900.
• Publisher: Battle Creek College
• Topics: Education, Missions

Due to the layout of this particular title, there is a high prevalence of what I refer to as "split words," where words are split across two tokens because the OCR engine did not recognize dashes at the end of words. For this particular title, I will take additional cleaning steps to match the most common orphaned endings with their proceeding token.

Spell Error Report

# Errors drawn from round3 list

query_df(results_to_df('ADV'), 4, 2, "count")

File: 2016-12-08-Spelling-Errors-ADV.txt
ADV has 17407 rows

	spell_error	count	word_length
6805	tion	807	4
345	dren	329	4
8406	chil	326	4
4459	educa	323	5
13967	ment	304	4
8620	n't	234	3
5858	ers	208	3
3554	tions	202	5
8709	edu	175	3
10179	pre	174	3
4965	ence	160	4
6314	ple	135	3
10154	mis	135	3
10621	tional	128	6
9562	tian	126	4
853	ith	125	3
9528	ful	112	3
10503	ments	98	5
10823	ent	96	3
7684	ber	96	3
13643	peo	93	3
7142	ofthe	90	5
13878	prin	87	4
10864	ture	84	4
5326	ucation	81	7
7257	struction	74	9
4823	chas	70	4
15542	ance	68	4
4999	sionary	68	7
12444	lege	68	4
1990	ents	67	4
13409	tem	65	3
13980	agt	64	3
3586	ciples	64	6
1020	ary	63	3
921	ble	63	3
12270	ual	58	3
9463	ure	55	3
1797	ference	54	7
8404	bers	52	4
1527	ject	52	4
2843	sys	51	3
2729	instruc	50	7
11096	experi	50	6
4705	coun	49	4
196	tle	49	3
3448	princi	47	6
8834	'll	46	3
7217	knowl	45	5
1841	dustrial	45	8
...	...	...	...
5733	tinctly	5	7
13935	natur	5	5
5638	'et	5	3
14967	desir	5	5
5618	wdll	5	4
5524	origi	5	5
5499	jfa	5	3
5359	nukua	5	5
5319	donat'ns	5	8
5296	ould	5	4
15194	anb	5	3
15198	pra	5	3
5293	ile	5	3
5267	ductive	5	7
5246	agazine	5	7
5212	penter	5	6
14619	akeham	5	6
14615	fif	5	3
14603	tural	5	5
6367	joice	5	5
8409	sor	5	3
8385	manded	5	6
8367	associ	5	6
8167	tith	5	4
8166	tated	5	5
7927	rou	5	3
14094	tinues	5	6
7835	ployment	5	8
14217	daugh	5	5
14239	herbie	5	6
7735	ege	5	3
7696	prepa	5	5
7669	versal	5	6
14264	disciplin	5	9
14267	mation	5	6
7655	iled	5	4
7467	egyp	5	4
7386	ganization	5	10
7383	missonary	5	9
14375	qoods	5	5
7283	thework	5	7
14400	mendations	5	10
7272	iti	5	3
7149	illy	5	4
6973	kee	5	3
6861	thi	5	3
14508	churchschool	5	12
6685	necessi	5	7
6551	swered	5	6
17404	sional	5	6

1114 rows × 3 columns

Next Steps

The biggest challenge with the Advocate is in the failure of the OCR to pick up line dashes at line endings. This occurs in both formats of the periodical.

Words to add to supplemental list

• moines
• god’s
• springdale
• postoffice
• teachers’
• heafford
• boggstown
• arithmetics
• avondale
• cowles
• kinley
• lord’s
• campmeeting
• christ’s
• melancthon
• sanitas
• yawman
• duncombe
• children’s
• people’s
• smithfield
• juniata
• publishers’
• upbuilding
• teacher’s
• missoula
• colporteurs
• holyoke
• martius
• augsbourger
• nature’s
• wittemberg
• johanne
• child’s
• bozeman
• year’s
• abraham’s
• instrumentalities
• eastport
• mother’s
• joseph’s
• preceptress
• gifford
• nurses’
• marilla
• leadings
• cloverdale
• montavilla
• gravelford
• edgewood
• melanchthon

Title specific errors to correct

Initial thought: To fix as many of the split words as possible, I will proceed by taking the most common orphaned endings and checking if a word can be created by combining with the proceeding token. The script to fix the errors would find the orphaned ending, identify the preceding token, combine the tokens, check if resulting token is in dictionary, and if so, replace the two tokens with the new token.

A less manual approach would be to perform this check for every token that is not in the dictionary ...

AmSn (American Sentinel | The Sentinel of Liberty)

General Information

• Date range: 1886-1900
• Publication cycle: Begins monthly. Switches weekly in 1889.
• Layout notes: Begins with three column layout. Switches to two columns in 1897.
• Publisher: Pacific Press Publishing Company | International Religious Liberty Association
• Topics: Sabbath, Legal, Religious Liberty

# Errors drawn from round3 list

query_df(results_to_df('AmSn'), 4, 2, "count")

File: 2016-12-08-Spelling-Errors-AmSn.txt
AmSn has 61743 rows

	spell_error	count	word_length
22881	n't	2138	3
20525	'the	431	4
5986	tion	317	4
12689	seventhday	258	10
30463	indorsed	250	8
43697	'of	232	3
30788	satolli	230	7
14935	employes	208	8
57591	munn	206	4
7727	'll	200	3
35250	religio	195	7
27685	ment	194	4
47657	kee	187	3
1332	cmsar	185	5
21690	indorse	171	7
46929	ringgold	167	8
55394	'to	153	3
6341	breckinridge	146	12
18033	allister	138	8
45304	pre	136	3
51360	bateham	129	7
21218	schaff	119	6
43047	csar	119	4
27616	aleck	112	5
12493	socalled	108	8
47956	erican	107	6
48878	sentin	103	6
28305	milly	103	5
32546	capps	96	5
58932	'is	95	3
33977	tions	94	5
31801	palmeter	94	8
13591	ican	94	4
58	neander	92	7
40884	'that	91	5
35412	're	86	3
28440	eze	84	3
3341	'in	83	3
40442	'and	83	4
46342	've	83	3
9881	epworth	81	7
59823	sundaylaw	81	9
114	stundists	81	9
42692	messrs	81	6
56143	edmunds	80	7
37278	cereola	79	7
19514	chas	79	4
23977	haskins	77	7
21357	thi	76	3
52560	ofthe	75	5
...	...	...	...
49879	burton'simproveddrenchingbit	5	28
49930	mak	5	3
33556	inchief	5	7
50091	rowell	5	6
50119	mashonas	5	8
24854	drennan	5	7
24774	'imperialism	5	12
24717	aws	5	3
24634	wirepulling	5	11
34001	politicoreligious	5	17
50407	bles	5	4
24409	churchwas	5	9
22984	cond	5	4
34436	christthat	5	10
51046	pric	5	4
34507	mahon	5	5
34993	'into	5	5
21298	isi	5	3
21202	fiear	5	5
51729	btate	5	5
51733	constans	5	8
35014	religion'	5	9
20817	sabbathobservance	5	17
44105	antigo	5	6
20643	hibition	5	8
35170	chadbourne	5	10
35327	drouth	5	6
20500	uniona	5	6
20476	lli	5	3
35344	chtirch	5	7
20424	barebones	5	9
41471	practi	5	6
34968	oaklan	5	6
51539	'while	5	6
22146	rff	5	3
22726	bolin	5	5
22650	arapahoe	5	8
22325	blalock	5	7
22318	asto	5	4
51196	ade	5	3
51201	governmentto	5	12
51328	swineford	5	9
51506	twohorned	5	9
51331	di'shan	5	7
34834	'carry	5	6
51350	pobedonostseff	5	14
21899	sof	5	3
34945	societya	5	8
21684	woolston	5	8
21334	fortescue	5	9

2432 rows × 3 columns

Strategies to Pursue

Words to add to supplemental list

• deseret
• indorses
• magna
• indorsing
• intrusted
• attaches
• endeavorer
• palmeter
• indorse
• indorsed
• kinley
• indorsements
• indorsement
• endeavorers
• romanists
• unsectarian
• indorsements
• unscriptural
• covenanters
• vaticanism
• theocratical
• artotypes
• habeas
• christianized
• intermeddling
• jesuitical
• memorialists
• despotisms
• puritanic
• intrenched
• christianizing
• mohammed
• amendmentists
• sarnia
• paulist
• phariseeism
• saloonists
• bourgois
• colporter
• sanhedrim
• spurgeon
• romeward
• ascendency
• maximus
• sabbatarianism
• sabbathism
• venders
• moslems
• powderly
• legislationists
• desecrators
• usurpations
• instrumentalities
• sabbatic
• reconcentrados
• churchism
• incapacitations
• colporters
• imprimerie
• theocrats
• groundlessness
• pretentions
• universalists
• melancthon
• chalcedon
• brownist
• officio
• adventism
• ammonius
• merchandize
• zaragoza
• apostolical
• melchisedek
• christless
• clamorers
• unsanctified
• sabbathless
• advertized
• constantius
• supposable
• salvationists
• churchianity
• assumptionist
• martyrdoms
• saturdarians
• desecrations
• mahometan
• reductio
• sanitas
• saloonist
• hibernians
• whitehouse
• torrey
• absurdum
• seraphim
• obiter
• episcopus
• showeth
• unfallen
• charlestown
• plottings
• martialed
• paganized
• peoples'
• memoranda
• discriminations
• andover
• alleghany
• prohibitum
• mahometans
• controversialists
• beneficient
• mussulmans
• judaizing
• scripta
• liberalists
• worldlings
• embassadors
• monsignori
• buddhistic
• archambault
• intoleration
• supremest
• donatists
• republica
• mortem
• papistic
• judaistic
• dunkards
• unbiblical
• severities
• sophisms
• saturdarian
• schuette
• domine
• sigourney
• ultramontanes
• mahometanism
• vanderbilts
• pomeroy
• shangti
• coronate
• russellville
• cocoanut
• comprehendeth
• embroglio
• ballantine
• ansonia
• silverman
• ames
• leadville
• eleusinian
• unfrequently
• indulgencies
• mormondom
• witherspoon
• honoreth
• childeric
• peligious
• wagonettes
• legum
• brahmins
• sabbathlessness
• maclean
• unbloody
• deritend
• holyoke
• hillsboro
• dauchy
• medicaments
• pedobaptist
• jesus'
• colporteurs
• hominem
• majestrates
• cortege
• worshipeth
• ottowa
• religionis
• dauphiny

Title specific errors to correct

ARAI (Advent Review Anniversary Issues)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('ARAI'), 4, 2, "count")

File: 2016-12-08-Spelling-Errors-ARAI.txt
ARAI has 507 rows

	spell_error	count	word_length
162	rockyhill	9	9
467	stowell	8	7
226	k'o	7	3
455	cheo	7	4
341	parana	6	6
453	friedenstal	6	11
476	sha	6	3
119	chitonga	5	8
295	mch	5	3
409	nyassa	5	6
494	nyanza	5	6

Report

CE (Christian Education)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('CE'), 4, 2, "count")

File: 2016-12-09-Spelling-Errors-CE.txt
CE has 8808 rows

	spell_error	count	word_length
8780	n't	727	3
195	'll	162	3
7207	manumental	133	10
1408	kibbin	56	6
7387	adelphian	52	9
236	've	52	3
6995	tion	45	4
2986	millis	44	6
4171	tis	43	3
5404	're	42	3
213	tle	37	3
1158	tne	26	3
6648	ginn	26	4
958	ful	26	3
396	dren	24	4
4485	murry	24	5
4925	nurses'	24	7
5580	claxton	24	7
6502	delpha	23	6
1571	pre	23	3
1692	dioxid	22	6
1989	lusio	22	5
8195	myrta	22	5
4415	wyclif	22	6
8289	revell	21	6
5160	goldsberry	20	10
1760	tunesassa	20	9
8572	chil	20	4
5217	sheyenne	20	8
5570	taquary	20	7
4874	lomb	20	4
7377	'ry	20	3
4965	flexner	20	7
4227	maplewood	20	9
6160	'the	19	4
970	preceptresses	19	13
502	lippincott	19	10
6867	ers	19	3
2741	bausch	18	6
52	lul	18	3
623	hildebran	18	9
5396	ment	17	4
7889	ber	17	3
739	mvp	16	3
3222	laurelwood	16	10
6996	mvo	16	3
828	plainview	16	9
6503	imo	15	3
3694	tions	15	5
346	haapai	14	6
...	...	...	...
8101	itis	5	4
8545	winship	5	7
1765	twentyone	5	9
1062	dansville	5	9
7657	riod	5	4
8146	wagnalls	5	8
2272	pedler	5	6
189	hoag	5	4
4865	tbe	5	3
465	pursual	5	7
5244	paign	5	5
2976	specky	5	6
5141	und	5	3
3069	teacherages	5	11
492	flatwood	5	8
566	reenforced	5	10
3267	fuchau	5	6
4845	itt	5	3
394	'round	5	6
4672	highschool	5	10
4604	tem	5	3
3906	fangled	5	7
3958	'in	5	3
4045	goodspeed	5	9
4208	atten	5	5
4085	fomentations	5	12
4146	onehalf	5	7
2729	ning	5	4
5635	vided	5	5
7084	doin	5	4
6563	selfcontrol	5	11
7075	fiske	5	5
2145	'for	5	4
271	buena	5	5
6899	crayolas	5	8
6876	sheetswa	5	8
2195	heartedly	5	9
6657	kindergartner	5	13
6640	blos	5	4
6519	heav	5	4
2600	ity	5	3
4126	accu	5	4
2285	ered	5	4
6340	hawley	5	6
364	illustrationsetc	5	16
2396	iden	5	4
2495	bove	5	4
5856	sixtyfive	5	9
5744	tri	5	3
1359	dulness	5	7

244 rows × 3 columns

Report

There are a number of conjunction ending that have been split off into their own token (727 for n't). This appears to be a feature of the default NLTK tokenzier, which operates on punctuation. The value here is that end of line punctuation are taken care of by the tokenizer. To avoid reporting the conjunction endings as errors, I am adding them to the SDA word list, even though this could mask some OCR noise.

Words for SDA Vocabulary List

• n't
• 'll
• 've
• 're
• tis
• manumental
• adelphian
• nurses'
• wyclif
• maplewood
• lippincott
• preceptresses
• syllabi
• hillcrest
• nonessentials
• workers'
• impartation
• acquirements
• arousement
• godlikeness
• pedler
• fangled
• crayolas
• buena
• heartedly
• reenforced
• fomentations
• kindergartner
• literatures
• memoriam
• unpedagogical
• homiletical
• teachers'
• 'twould
• sidewise
• wheatless
• postum
• excellences
• untechnical
• kindergartners
• inclosure
• curriculums
• learnable
• pyrographic
• manumentals
• unruled
• postals
• reenforcement

CUV (Columbia Union Visitor)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('CUV'), 4, 2, "count")

File: 2016-12-09-Spelling-Errors-CUV.txt
CUV has 62824 rows

	spell_error	count	word_length
13919	ppf	2144	3
25398	'the	510	4
16367	brownlee	459	8
20052	chas	446	4
10106	sabbathschool	362	13
20788	luzerne	361	7
44554	'of	332	3
13057	seventhday	324	10
46923	reichenbach	312	11
2780	elphatrick	307	10
15194	morgantown	240	10
44576	buttermore	232	10
41310	'and	229	4
56418	'to	216	3
20403	leesburg	212	8
17184	bfl	208	3
40409	barto	206	5
26122	columbiana	204	10
19271	hicksville	199	10
48767	gearhart	199	8
57941	paden	198	5
37636	oertley	187	7
20825	yingling	182	8
35831	syphers	182	7
48291	phila	173	5
33894	dowell	173	6
44209	tolliver	170	8
49251	dowling	170	7
55177	conneaut	169	8
4230	westmoreland	168	12
11915	charloe	166	7
61891	broughton	159	9
49726	pengelly	157	8
34476	meigs	155	5
43721	dunkinson	150	9
37481	tion	148	4
24454	apsley	147	6
12967	corry	147	5
32656	silber	145	6
44853	barnesville	142	11
19894	lehigh	142	6
25821	massillon	141	9
24914	pre	138	3
7090	gerhart	138	7
55700	brownell	137	8
44763	smithsburg	136	10
62599	wanteda	134	7
3051	midkiff	133	7
42654	stroudsburg	131	11
4561	tioga	126	5
...	...	...	...
39643	nowlin	5	6
29458	stratford	5	9
52159	seh	5	3
19388	fiiity	5	6
27558	church'	5	7
12551	prospectives	5	12
52239	talbat	5	6
12487	tir	5	3
52290	heartedness	5	11
27538	adventis	5	8
52347	courageand	5	10
12294	schoel	5	6
52967	fritts	5	6
11463	triadelphia	5	11
11458	calebs	5	6
45640	haps	5	4
30017	glaunsinger	5	11
10543	havenkopf	5	9
20064	loudown	5	7
10451	bilt	5	4
37004	godto	5	5
10443	lovetts	5	7
39946	towork	5	6
10276	theend	5	6
30222	ohio'	5	5
27071	iin	5	3
53937	bridgeville	5	11
53951	'new	5	4
45112	cloverfield	5	11
53985	ppp	5	3
54042	scottsburg	5	10
10632	westminister	5	12
20013	'order	5	6
10675	fortytwo	5	8
45412	schenke	5	7
37216	washingt'n	5	10
27272	sive	5	4
53111	thefield	5	8
37107	hayford	5	7
53175	'want	5	5
45419	itwill	5	6
11077	vansant	5	7
10704	vacinity	5	8
45387	holies	5	6
53359	illy	5	4
19858	fluvana	5	7
45312	colord	5	6
37061	stuller	5	7
11004	dorranceton	5	11
26832	cumberand	5	9

2850 rows × 3 columns

Report

'PPF' is an abbreviation for "Past, Present, and Future" by James Edson White.

Whomever edited this particular periodical was a wretched speller. As there are a number of common spelling errors, it may be useful to use pyenchant on this particular title to correct the obvious misspellings, so that the data from here matches the other periodicals. Without that, the OCR error rate on this title will be artificially high. And it will be difficult to connect topics here with other periodicals.

It may also be worth doing Named Entity Extraction in an effort to further build up a database of names.

• I examined this possibility, but this is a very computationally slow process and results in a lot of noise.

Words to add

• ppf
• yingling
• fauquier
• enroute
• roumanian
• middlesex
• culpeper
• rappahannock
• districted
• sligonian
• colportage
• urbana
• vandergrift
• smithburg
• bereans
• berean
• dunkard
• movings
• hollenbaugh
• ephrata
• backslidden
• punxsutawney
• roumanians
• waynesboro
• drummond
• williamstown
• doylestown
• nelsonville
• steubenville
• fredericktown
• sanitorium
• elmshaven
• nutmeato
• canonsburg
• ashville
• bursted
• hackettstown
• liberalities
• roanoak
• districting
• coopersburg
• rebaptized
• santo
• beavertown
• cannonsburg
• wheaton
• antitypical
• enablings
• unchristlike
• annum
• spotsylvania
• szechuan
• emporia
• burlingame
• respector
• russellism
• revelator
• summerset
• deerfield
• wapakoneta
• idlewood
• vanderhook
• clarksville
• cantwell
• meacham
• stereoptican
• anacostia
• christlikeness
• disfellowshipped
• prospectives
• bridgeville
• cloverfield
• scottsburg

EDU (The Christian Educator)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('EDU'), 4, 2, "count")

File: 2016-12-09-Spelling-Errors-EDU.txt
EDU has 3028 rows

	spell_error	count	word_length
315	sloyd	29	5
2166	bamberger	13	9
2471	tion	12	4
1920	salomon	11	7
364	dep't	11	5
1125	pre	10	3
2519	abrahamson	9	10
924	pub'g	8	5
959	'the	8	4
790	ment	7	4
1772	anb	7	3
2111	cator	7	5
2925	educa	6	5
2419	publicschool	6	12
1850	naas	6	4
1783	thr	6	3
2760	perlen	5	6
2815	'of	5	3
2676	majestatsbeleidigung	5	20
15	morrill	5	7
2275	mit	5	3
1592	frederikshavn	5	13
1469	education'	5	10
1330	edu	5	3
1786	brownell	5	8

Report

Words to add

• boettger
• whatley
• vergil
• perlen
• morrill
• salomon
• sloyd
• bamberger
• don'ts
• cygnaeus
• cannel
• watrous
• anchoret
• triticum
• chamberlin
• sewall
• emeline
• gemmules
• swinton
• nephesh
• sherringham
• achroodextrin
• granose
• erythrodextrin
• leucocytes
• orthoepist
• brownell
• abrahamson
• dep't

GCB (General Conference Session Bulletins)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('GCB'), 4, 2, "count")

File: 2016-12-09-Spelling-Errors-GCB.txt
GCB has 43965 rows

	spell_error	count	word_length
24302	tion	679	4
40181	gcs	436	3
38395	ence	346	4
36370	'the	338	4
42459	ference	289	7
41860	ment	240	4
37146	'of	232	3
31501	ple	186	3
24655	sabbathschool	179	13
26374	'to	166	3
24315	ers	161	3
24659	tions	149	5
42400	eral	146	4
13869	'be	130	3
29039	basle	130	5
40618	chas	127	4
22087	mittee	121	6
15788	seventhday	111	10
35805	ulletin	109	7
8647	'and	109	4
25443	'in	104	3
31065	pre	103	3
17212	mis	100	3
21205	sionary	100	7
6908	amens	85	5
7977	ent	76	3
43210	ren	75	3
38708	ences	72	5
20925	ile	72	3
27563	tional	72	6
2573	'that	71	5
37530	weiherweg	71	9
35810	agt	71	3
18885	ments	67	5
24306	ber	67	3
38577	ary	62	3
3381	sabbathkeepers	60	14
41334	peo	60	3
17636	lieve	60	5
27475	ture	58	4
33824	'for	56	4
23152	partment	56	8
15849	eign	56	4
24241	ful	55	3
2804	'by	54	3
33586	ferences	54	8
2135	dred	53	4
2614	inthe	52	5
3133	bers	52	4
14159	sions	52	5
...	...	...	...
18861	baalam	5	6
18965	sponded	5	7
19206	crespo	5	6
19226	'brought	5	8
19365	'most	5	5
19372	buresala	5	8
19488	ili	5	3
19509	deemer	5	6
19587	thepeople	5	9
19875	churche	5	7
20043	tribution	5	9
22147	cators	5	6
22286	lightner	5	8
26324	eas	5	3
24259	prophe	5	6
24394	departnient	5	11
24398	rangements	5	10
24425	abd	5	3
24623	'meet	5	5
24697	luxemburg	5	9
24915	ering	5	5
24949	'truth	5	6
25162	ridgeway	5	8
25352	egates	5	6
25789	ets	5	3
25911	ynez	5	4
25963	generalconference	5	17
25996	aie	5	3
26066	evard	5	5
26236	sicians	5	7
24332	miswork	5	7
24126	heol	5	4
22315	guadala	5	7
23915	titution	5	8
22375	bez	5	3
22466	axim	5	4
22563	sante	5	5
22722	sooncoming	5	10
22737	apthe	5	5
23113	hing	5	4
23385	oceanica	5	8
23386	tecken	5	6
23455	enof	5	4
23518	mahrheit	5	8
23616	afri	5	4
23671	itto	5	4
23772	thii	5	4
23841	majita	5	6
23860	tality	5	6
43937	cuted	5	5

1704 rows × 3 columns

Results

It appears that this title also has some burst word problems, with common suffixes appearing in the errors list.

"GCS" is a header that appears on each page of the transcribed session bulletins. It is not an ocr error, but it is not a word either.

Words to add

• hildebran
• unworked
• incorporations
• deutsche
• zurich
• somabula
• polyglotte
• tsungwesi
• materia
• catharina
• unreprovable
• medica
• cafes
• apostacy
• harkened
• unblamable
• barbadoes
• boggs
• concordia
• acetanilid
• baumann
• frederickson
• moffat
• arbeiter
• habitants
• breckinridge
• christofferson
• stromsburg
• malarious
• neuchatel
• pawtucket
• cocoanuts
• morphin
• modale
• embassador
• gcs
• amens

GH (The Gospel Herald)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('GH'), 4, 2, "count")

File: 2016-12-09-Spelling-Errors-GH.txt
GH has 26797 rows

	spell_error	count	word_length
26162	smouse	177	6
26702	'the	153	4
24283	schramm	113	7
268	thot	107	4
16496	'of	104	3
18531	jno	99	3
22762	chas	92	4
20048	lintonia	82	8
5571	'to	75	3
3106	tion	75	4
11071	altho	72	5
10755	'and	72	4
452	calmar	66	6
24046	brot	65	4
3395	maynor	62	6
10348	strother	55	8
4752	gos	54	3
16306	eze	51	3
11342	'em	50	3
21187	mis	46	3
11245	pre	46	3
20415	'in	45	3
5388	thi	44	3
24252	ment	44	4
5612	spartanburg	41	11
7875	wilsonia	41	8
13581	corsicana	40	9
20836	gemon	40	5
22388	wagor	39	5
17544	thos	39	4
7583	newbern	38	7
18610	ospe	37	4
21881	ohe	37	3
5992	brethern	37	8
6405	ocala	37	5
13719	orangeburg	36	10
16684	vagh	36	4
16728	preceeding	36	10
7749	ospel	34	5
26195	dont	34	4
3243	'that	34	5
3120	ers	32	3
4935	oclock	32	6
16603	abney	31	5
11858	pel	31	3
14738	'for	31	4
5138	tir	30	3
3298	inthe	30	5
3127	ments	29	5
17880	ioo	29	3
...	...	...	...
9026	'time	5	5
8836	howlett	5	7
8452	employe	5	7
20921	ust	5	3
20926	terly	5	5
20971	tra	5	3
8263	warfield	5	8
21022	sto	5	3
21052	weare	5	5
21140	periences	5	9
21177	tive	5	4
16505	'may	5	4
7491	juvs	5	4
21441	tne	5	3
7253	nal	5	3
7242	todo	5	4
21589	mak	5	3
7218	emans	5	5
21732	ated	5	4
7080	tered	5	5
7028	sylacagua	5	9
9183	ove	5	3
9255	'your	5	5
9395	tii	5	3
10602	kraushaar	5	9
19502	'so	5	3
11421	insti	5	5
11347	afew	5	4
19570	tentmeetings	5	12
11323	ork	5	3
11259	anda	5	4
11009	ise	5	3
10885	mitchellpalmer	5	14
19817	vick	5	4
10881	humphries	5	9
10735	virture	5	7
10371	munity	5	6
9414	platt	5	5
10183	orter	5	5
10072	nien	5	4
9969	lif	5	3
9950	ifi	5	3
9799	syrene	5	6
20124	allendale	5	9
9776	tohouse	5	7
9753	rother	5	6
9726	'need	5	5
9676	thoro	5	5
9553	secre	5	5
12763	tian	5	4

723 rows × 3 columns

Report

This one also seems to have some spelling trouble, similar to the Columbia Union Visitor. Check editor?

Words to add

• schramm
• smouse
• lintonia
• wilsonia
• spartanburg
• corsicana
• samuels
• sturgis
• connoughay
• maclaren
• westerfield
• opposers
• culpepper
• unhelped
• antediluvians
• tonsilitis
• allendale

GOH (The Gospel of Health)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('GOH'), 4, 2, "count")

File: 2016-12-09-Spelling-Errors-GOH.txt
GOH has 2783 rows

	spell_error	count	word_length
1063	nuttose	51	7
1553	bromose	24	7
2597	abbie	20	5
1316	nuttolene	19	9
71	lauretta	18	8
796	protose	14	7
336	lenna	13	5
1320	mackey	12	6
1527	pel	10	3
2288	tion	10	4
1702	drs	10	3
2106	chas	10	4
2532	gruels	10	6
1191	gos	10	3
865	'the	9	4
1719	princi	8	6
661	'in	8	3
2073	proteids	7	8
1581	mynheer	7	7
1027	croutons	7	8
942	tarium	7	6
327	bouchard	7	8
2623	ansh	7	4
2433	eze	6	3
2450	onehalf	6	7
2453	maltol	6	6
1860	'to	6	3
28	dqq	6	3
1390	evelene	6	7
281	jir	6	3
424	comfortables	6	12
949	'and	6	4
972	fredrickshavn	6	13
1043	sel	6	3
1714	fft	5	3
1720	institut	5	8
597	flich	5	5
1189	warne	5	5
2251	sani	5	4
2236	fora	5	4
1213	heiman	5	6
1365	selfdenial	5	10
2015	strychnin	5	9
1958	sitz	5	4
55	dulness	5	7
1807	fik	5	3
2773	thi	5	3

Report

Words to add

• nuttose
• bromose
• nuttolene
• lauretta
• protose
• drs
• bouchard
• proteids
• croutons
• comfortables
• strychnin
• dulness
• albumins
• vomica
• excrementitious
• schillembeck
• hyperpepsia
• unemulsified
• albumens
• fairhaven

GS (Gospel Sickle)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('GS'), 4, 2, "count")

File: 2016-12-09-Spelling-Errors-GS.txt
GS has 18810 rows

	spell_error	count	word_length
6257	'the	181	4
4423	'of	124	3
12013	aro	111	3
4173	eze	75	3
7908	'to	64	3
15169	'and	63	4
12885	ile	55	3
15862	pre	50	3
13040	ots	47	3
13239	tion	45	4
9558	elds	44	4
9186	timethe	40	7
1689	'is	32	3
4605	'that	32	5
10018	'in	31	3
2806	mal	31	3
15354	ment	30	4
14207	'be	28	3
3879	gospxi	26	6
8048	ofthe	24	5
7658	thi	23	3
13061	cer	22	3
6951	ets	22	3
8082	ehe	21	3
1207	heylyn	21	6
8466	mosheim	21	7
6778	gos	21	3
12373	iow	20	3
10868	seventhday	20	10
13826	sabbaton	19	8
11713	'are	19	4
8764	'he	18	3
13056	ble	17	3
7408	'with	17	5
7610	haruest	17	7
7465	'not	17	4
11184	sel	16	3
12985	wharey	16	6
6577	'as	16	3
5987	'his	16	4
16242	pxi	16	3
14511	'it	16	3
539	blest	16	5
5348	glynn	16	5
15536	ise	16	3
18041	'which	15	6
13090	schaff	15	6
1862	'for	15	4
12378	goapxl	15	6
2425	ver	15	3
...	...	...	...
728	it'	5	3
887	ine	5	3
1016	unmingled	5	9
1177	god'	5	4
1823	nors	5	4
3306	bef	5	3
2084	ure	5	3
2440	cyaxeres	5	8
2873	ite	5	3
3035	oreek	5	5
3133	sev	5	3
3139	cornmandments	5	13
7073	'church	5	7
7525	tice	5	4
13839	ters	5	4
7888	follo	5	5
11130	mis	5	3
11365	ileb	5	4
11448	owatonna	5	8
11809	hav	5	3
12234	oanright	5	8
12258	hackett	5	7
12260	'work	5	5
12362	'never	5	6
12637	shunk	5	5
12860	prideaux	5	8
12895	ight	5	4
12929	commandinent	5	12
13247	domville	5	8
13532	ani	5	3
13720	pri	5	3
11002	vilas	5	5
10971	aubigne	5	7
10752	uncandid	5	8
9203	sankey	5	6
8261	thne	5	4
8286	'life	5	5
8560	iti	5	3
8575	ropre	5	5
8702	'so	5	3
9157	'one	5	4
9795	'days	5	5
10751	'an	5	3
9818	vergeze	5	7
10066	timm	5	4
10195	allthe	5	6
10196	mei	5	3
10401	marksville	5	10
10706	wero	5	4
9714	macknight	5	9

318 rows × 3 columns

Report

Overall, this title has a lot of errors per page, though the pages are also on average double the 1000 word goal.

There are many errors raised by over-abundant "'" marks. This title may benefit from a closer evaluation of that OCR pattern. The scans of this title have a lot of image noise.

There are also a lot of split words, so it may be worth applying a similar strategy of matching errors to surrounding tokens.

"elds" as an abbreviation is short for elders.

Words to Add

• elds
• heylyn
• mosheim
• blest
• schaff
• shabbath
• northfield
• abrahamic
• unintoxicating
• overcomers
• decretals
• fulfillments
• sabbatism
• winona
• brainerd
• unmingled
• owatonna
• hackett
• prideaux
• aubigne
• uncandid
• sankey

HM (The Home Missionary)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('HM'), 4, 2, "count")

File: 2016-12-12-Spelling-Errors-HM.txt
HM has 9990 rows

	spell_error	count	word_length
5175	gen'l	102	5
6604	durand	97	6
5407	rep't	92	5
435	miscel	79	6
8413	am't	76	4
2387	mis	76	3
6180	avenola	76	7
4402	l't	64	3
3674	cumb	62	4
7453	imlay	57	5
1400	canof	56	5
6032	cassopolis	55	10
630	raiatea	51	7
438	seventhday	49	10
5005	intyre	43	6
2404	aro	43	3
8589	dist's	41	6
1036	schoolcraft	41	11
5697	agt	39	3
866	scand	38	5
2824	wheatena	37	8
6495	vassers	36	7
7911	lehigh	36	6
6953	revassers	35	9
5797	hayti	35	5
6657	'the	34	4
2820	sabbathschool	33	13
8887	deliv	33	5
6758	raratonga	32	9
6635	sabbathkeepers	30	14
3991	bogota	29	6
8095	sendebud	28	8
6412	deliv'd	28	7
4955	tena	28	4
4370	susp'n	28	6
4296	chas	27	4
5404	bordoville	27	10
8910	tion	27	4
7520	grandville	26	10
1816	farmington	26	10
176	mundy	26	5
9898	watrousville	26	12
9029	greenleaf	26	9
9153	riverton	26	8
7776	grinnell	25	8
1948	elkhorn	25	7
7604	pierson	25	7
8748	afton	25	5
8135	centerville	25	11
2842	eddyville	25	9
...	...	...	...
1039	peterboro	5	9
8251	vryburg	5	7
8246	nestorians	5	10
6294	depositaries	5	12
6324	haytien	5	7
7610	pmamam	5	6
4597	diaz	5	4
3193	irst	5	4
8127	whitford	5	8
6278	brethern	5	8
2124	fiske	5	5
1064	carrolton	5	9
2201	tne	5	3
7996	rica	5	4
1170	kitchengarten	5	13
6460	dilley	5	6
6458	'not	5	4
7944	miseel	5	6
1094	neosho	5	6
7824	ome	5	3
7915	deedon	5	6
8422	h'r'n	5	5
7590	farlane	5	7
609	illy	5	4
5360	sidna	5	5
8896	hasheesh	5	8
8895	oung	5	4
622	'er	5	3
8865	vreeland	5	8
8864	entrican	5	8
7366	nordland	5	8
3082	mpm	5	3
660	salemville	5	10
3376	bateham	5	7
2047	twentytwo	5	9
8738	lincklaen	5	9
6599	ozawkie	5	7
8509	ess	5	3
733	iveness	5	7
3095	ofthe	5	5
6122	swasey	5	6
6134	socalled	5	8
6149	sohoolcraft	5	11
8628	onehalf	5	7
8621	fora	5	4
1397	medo	5	4
4456	'as	5	3
6594	ine	5	3
8536	martyn	5	6
1773	'be	5	3

528 rows × 3 columns

Report

There are a number of "report" issues in this periodical with many people and place names. This will inflate the OCR error rate, both because these tend to be printed in a small and compact font, and because many of the names are missing from the word lists.

There are also a number of spelling errors in the original document (ie. hinderances).

This title also makes liberal use of abbreviations:

• "gen'l" is an abbreviation for "general"
• "rep't" is an abbreviation for "report"
• "am't" is an abbreviation for "amount"
• "l't" is part of an abbreviation ("l't'd") for "limited" on the train schedules. (not included as this is too broad)
• "dist's" for districts
• "deliv'd" for delivered
• "susp'n" for "Susp'n Bridge" (unsure what "susp'n" is for)

Words to Add

• gen'l
• rep't
• am't
• durand
• wheatena
• avenola
• cassopolis
• lehigh
• bogota
• bordoville
• grandville
• farmington
• grinnell
• elkhorn
• pierson
• centerville
• pierrepont
• springside
• lakeview
• castana
• scottville
• wamego
• sandyville
• saranac
• webberville
• vermontville
• sinclairville
• evangeliets
• sextonville
• ladonia
• grangeville
• sedalia
• leesburg
• harrisonville
• mannsville
• marshalltown
• winterset
• kankakee
• windham
• pataha
• demerara
• slocumville
• moravians
• ogdensburg
• vacaville
• graettinger
• richland
• oceanica
• rurutu
• nortonville
• pemberville
• gouverneur
• recanvassing
• navasota
• milbank
• maquoketa
• pendleton
• litchfield
• paulsboro
• clairsville
• antigo
• olivett
• singalese
• osawkee
• kewanna
• wilsonville
• neodesha
• bellaire
• barberville
• stambaugh
• carrollton
• delphos
• worthington
• lovington
• chitwood
• pittwood
• recanvass
• marquam
• eldorado
• spartansburg
• susanville
• texarkana
• scofield
• oronoque
• hawleyville
• buckland
• edenboro
• escanaba
• messrs
• remedios
• albina
• revell
• bloomsburg
• unevangelized
• westford
• salverda
• kennard
• heppner
• kingsbury
• matherton
• clearmont
• berbice
• norristown
• peterboro
• vryburg
• nestorians
• depositaries
• hasheesh
• salemville
• nordland
• vreeland

HR (The Health Reformer)

General Information

• Date range: 1866-1907*
• Publication cycle: Monthly. Initially, July to June. Switches to calendar year for the volume in 1872.
• Layout notes: predominantly 2 columns. Number of ads increases over time.
• Publisher: Good Health Publishing Company
• Topics:

* J.H. Kellogg continues the publication of The Health Reformer after 1907 but it no longer as a denomination sanctioned publication.

Title changes to "Good Health: A Journal of Hygiene" in 1879.

Run for 1886 is incomplete.

Covers missing for 1897 - 1899.

The original dates for 1890 were given incorrectly as 1899 in the file name and need to be corrected in the corresponding text files.

query_df(results_to_df('HR'), 4, 2, "count")

File: 2016-12-12-Spelling-Errors-HR.txt
HR has 94059 rows

	spell_error	count	word_length
28466	tion	950	4
20855	sel	633	3
72492	cafe	595	4
15620	sitz	460	4
50304	ment	445	4
31479	pre	423	3
61348	proteid	417	7
45282	hydrozone	266	9
2316	tions	265	5
76552	glycozone	250	9
26613	kumyss	247	6
32473	agt	220	3
55482	chas	217	4
79511	marchand	215	8
37440	priessnitz	207	10
40862	sirup	180	5
12623	tremens	180	7
30726	hypopepsia	177	10
61891	'em	176	3
11648	tri	175	3
90127	ance	169	4
81227	ble	157	3
72423	keeley	157	6
31201	ous	155	3
67026	ments	155	5
56875	'the	154	4
15859	ful	154	3
62831	tem	152	3
6277	trall	147	5
86637	deimel	146	6
73573	cornaro	138	7
6184	ers	133	3
69701	ence	132	4
69993	ent	128	3
88946	microscopists	126	13
43989	ity	125	3
71050	clure	125	5
78955	ecole	120	5
62432	kedzie	120	6
16325	wuz	120	3
27297	ridpath	119	7
5731	onehalf	119	7
11176	hygeio	118	6
86271	hydriatic	116	9
31228	ili	116	3
30615	ple	114	3
61584	vick	112	4
26309	fehr	108	4
79835	socalled	108	8
58111	gruels	107	6
...	...	...	...
37172	tft	5	3
57842	'upon	5	5
14720	fornia	5	6
57986	fatmaking	5	9
58029	unhygienically	5	14
77431	larged	5	6
5650	gillott	5	7
77391	conver	5	6
5651	thinkin	5	7
58049	w'e	5	3
58577	bissell	5	7
5799	polyscope	5	9
59174	vertise	5	7
13935	examin	5	6
76340	subscri	5	7
36928	'till	5	5
76283	bome	5	4
25030	tarianism	5	9
76273	machin	5	6
76233	phillipsburg	5	12
6004	guaiac	5	6
59070	cheapestcleanestsafest	5	22
14095	witn	5	4
13920	langford	5	8
13859	mulhall	5	7
25026	orn	5	3
76079	igo	5	3
59118	danforth	5	8
76050	isn	5	3
13702	readymade	5	9
5912	fooler	5	6
58837	cne	5	3
32484	yolo	5	4
76464	brated	5	6
76674	toa	5	3
22858	socialpurity	5	12
76631	boox	5	4
58721	colics	5	6
58739	fective	5	7
58744	ansr	5	4
76591	resolu	5	6
76579	alparaiso	5	9
76563	frcebel	5	7
76555	med'cine	5	8
13986	anda	5	4
76525	newbury	5	7
13977	wha	5	3
25094	fru	5	3
76470	sherin	5	6
13068	redi	5	4

5047 rows × 3 columns

Report

• appears to have line-ending problems resulting in split words
• also seem to have words running together

Words to Add

• cafe
• proteid
• proteid
• hydrozone
• glycozone
• kumyss
• sirup
• tremens
• hypopepsia
• trall
• microscopists
• hygeio
• hydriatic
• gruels
• infantum
• electropoise
• meltose
• derangements
• pharmacal
• drexel
• dextrinized
• caffein
• morbus
• corpore
• enemata
• alabastine
• chautauquan
• sanitaire
• depurating
• innutritious
• sirups
• hygeian
• ptomains
• prolapsus
• opular
• operandi
• antizymotic
• diptheria
• unperverted
• modus
• catarrhs
• caseine
• chamberland
• fitzhugh
• esquimaux
• volatilizer
• congestions
• unstimulating
• tyrotoxicon
• cottolene
• granulations
• depuration
• unphysiological
• cocain
• granuto
• peptogen
• desponding
• fermentations
• degenerations
• mesenteric
• columbias
• herbivora
• indigestibles
• menticulture
• orificialist
• respirations
• ladies'
• maltol
• sulphureted
• palliser
• chlorid
• druggery
• wyckoff
• granut
• fibrine
• granuts
• lacteals
• apepsia
• peptogens
• amylodextrin
• gymnasia
• nicotin
• marchand's
• chlorin
• insalivation
• spiralis
• dextrine
• drugopathy
• unhealthfulness
• germless
• libitum
• farinacea
• medicatrix
• gayety
• alleghanies
• fletcherizing
• peptonized
• sphygmographic
• enteroptosis
• phthisical
• nuttola
• dietetically
• neuralgias
• muddlement
• hydrotherapeutic
• bromfield
• maltine
• unapproached
• unskimmed
• excitants
• unaired
• miasm
• quincey
• unphilosophical
• bionomy
• paraffine
• cerealine
• brahmin
• costiveness
• empirics
• decollete
• antidoting
• cuticura
• extractives
• chromophilic
• chemico
• hindostan
• chymification
• wheatose
• physiologies
• bichlorid
• gormands
• nebulizing
• emunctories
• subcarbonate
• micrococci
• trichinous
• antidoted
• crawfish
• cundurango
• dryest
• celsus
• unirritating
• sulphuretted
• keichline
• overtasked
• boyesen
• faradization
• tumblerful
• grandeurs
• pectoris
• tracted
• edinburg
• coloclyster
• medicale
• fetich
• nitrogenized
• chilian
• l'hommedieu
• hydatids
• lippincott's
• gesenius
• sanitaria
• vaccinators
• expectorations
• trichiniasis
• oolong
• wickless
• measle
• priessnitz
• natitorium
• similia
• hayem
• oblongata
• comedones
• palatableness
• ethylic
• ozonifying
• hydropathists
• shachar
• desquamation
• quinia
• bovinine
• insalivated
• infusoria
• habitue
• conventionalities
• incumbrance
• resinol
• rheotome
• indica
• navaho
• laplanders
• scabiei
• allopaths
• chlorodyne
• potentized
• gayly
• flourens
• fuchsine
• castoria
• billiousness
• rheumatisms
• putrefactions
• leggett
• macrophags
• exudations
• incloses
• trowsers
• patagonians
• theobromine
• chirurgical
• manioca
• fuego
• aquae
• thermophore
• dissipations
• chlorophyl
• uncared
• masticators
• sacchari
• potencies
• moros
• celestials
• hamamelis
• atheromatous
• essenes
• amination
• chlorotic
• similibus
• drugopathic
• dropsies
• promethea
• erysipelatous
• adhesions
• dyspepsy
• borated
• souffle
• gregor
• invigorator
• ischomachus
• kiniesitherapy
• repapered
• analagous
• cholesterine
• rheumatiz
• zealanders
• toilettes
• aneurism
• wyandottes
• aphthous
• hydrocyanic
• corea
• sicklied
• dioxid
• brainard
• miasms
• twistings
• violacea
• opsonic
• epigastric
• curantur
• foolometer
• mammalia
• twitchings
• medicus
• excrements
• butterine
• dextrous
• simples
• porridges
• priori
• cholagogues
• homeopathists
• undepraved
• pancrobilin
• pneumonias
• centenarianism
• leucorrhcea
• pruritis
• danielites
• sanctities
• inclemencies
• winterless
• quadrumana
• gothard
• demodex
• hygeiana
• exophthalmic
• ganglions
• cachectic
• glyeozone
• minnehaha
• leucorrhea
• culturist
• adolphus
• trichinatous
• repinings
• mementoes
• pietra
• pythagoreans
• aerotherapy
• sensualities
• unamiable
• diagnosticate
• unhealthfully
• magnus
• physica
• habitus
• empyreumatic
• mercurials
• rheuma
• alboline
• substantials
• diptheretic
• cancellous
• superioris
• unswept
• grahamism
• sacculated
• inspissated
• sesamoid
• frugivora
• dextrinization
• insipidus
• devastations
• lanoline
• formaldehyd
• fashionables
• crystalized
• uninflammable
• contaminations
• electrotypers
• borealis
• pulseless
• healthward
• sulphuret
• undescribed
• orificialists
• venoms
• orangoutang
• unremitted
• megatherium
• dietetical
• peptogenic
• entrees
• croustades
• servetus
• chromolithographic
• reveillon
• ginghams
• diastatic
• animalcula
• infinitum
• lazzaroni
• superinduced
• englander
• antitoxine
• monoxid
• etherial
• diarrhceal
• compounders
• tractions
• chautauquas
• cholagogue
• incumbrances
• uncleansed
• matriculants
• orbicularis
• combatted
• unsupplied
• agues
• plethysmograph
• undrained
• menthe
• clamorings
• hyginnicks
• albertus
• invigorators
• mishna
• pleasanton
• tricocephalus
• vermillion
• adornings
• bleedings
• scientifique
• lithograpic
• ralstonites
• leucomains
• orrville
• abercrombie
• invigorant
• dyspepsias
• asthmas
• thompsonianism
• disassimilation
• tuberculated
• dysmenorrhea
• physicial
• rarified
• toxine
• lacto
• kalsomines
• electrotyping
• musonius
• carbolized
• animalculum
• tabacum
• paniers
• origanum
• hospitalities
• piggified
• frijoles
• stillingia
• digestants
• oculum
• motograph
• pomological
• sanscrit
• allopathically
• tuberculation
• hyposulphite
• asculapius
• elegancies
• unmasticated
• peptonoids
• paralyzer
• alteratives
• calcis
• unheeding
• electrolibration
• parenchymatous
• alchohol
• antineuralgic
• tyrosin
• supercede
• membered
• hirschfeld
• mellitus
• gymnotus
• automata
• expirations
• percutient
• triturations
• diarrheas
• ecstacies
• stereopticons
• laundrying
• sozodont
• reprobating
• englanders
• oxyuris
• dispepsia
• francais
• epidemical
• mothers'
• bemuddled
• punctureless
• winnifred
• companionships
• caffeism
• grahamites
• finlanders
• hyperchlorhydria
• diseasing
• miseducation
• publishers'
• sunburnt
• omnivora
• thriftlessness
• peptonizing
• toxicon
• percussions
• lettres
• vermicularis
• poisonopathy
• pyrosoma
• culturists
• deformers
• peaslee
• quackeries
• adulterators
• scollard
• soiree
• vegetus
• crustacea
• bromidia
• esthetical
• lactis
• fatuus
• extinguishment
• undersuits
• pyrogallic
• autoinfectious
• vitrol
• oxygenized
• diarrhcea
• napthol
• jessop
• nicotinized
• overfullness
• typhlitis
• cryptogamic
• unshriveled
• semmola
• incognita
• disinfectors
• sanitarianism
• overdistention
• ipecacuanha
• sulphonal
• somerville
• melograph
• pantalettes
• americanitis
• silicious
• electuaries
• dispositioned
• chantemesse
• paralta
• osmazome
• bollinger
• endometritis
• konigsberg
• vegetarische
• armamentarium
• spitzbergen
• concensus
• unhygienically
• bissell
• polyscope
• phillipsburg
• langford
• danforth
• colics

IR (Indiana Reporter)

General Information

• Date range: 1901-
• Publication cycle: bi-weekly
• Layout notes: 3 columns, shifting to 2 in 1902.
• Publisher: Indiana Association of Seventh-day Adventists
• Topics: camp meetings, local organizations.

The collection held and digitized by the SDA begins with Volume 7.

query_df(results_to_df('IR'), 4, 2, "count")

File: 2016-12-13-Spelling-Errors-IR.txt
IR has 23349 rows

	spell_error	count	word_length
2109	tion	359	4
23146	mahan	315	5
8358	ence	177	4
5308	presidentw	175	10
22751	walkerton	167	9
19537	tions	144	5
6118	unionville	143	10
20371	rocklane	140	8
18307	ference	139	7
3	chas	134	4
14221	ment	131	4
10384	frankton	125	8
1881	inwood	123	6
3615	adiana	121	6
5761	secretaryw	119	10
15796	seventhday	112	10
21673	ber	109	3
7323	medaryville	90	11
416	ple	88	3
17156	geporter	86	8
21982	horlacher	84	9
14207	suptc	82	5
2119	ers	81	3
4000	boze	79	4
22545	ren	79	3
7738	dilworth	77	8
18172	indpls	75	6
6947	brookston	75	9
1050	sionary	72	7
12118	committeew	72	10
21790	ent	67	3
14809	minnick	67	7
131	sunman	65	6
4164	ary	62	3
19087	pepple	61	6
20962	treasurerw	58	10
12859	cuaig	57	5
18610	treasurera	56	10
132	nuding	56	6
11833	secretariesa	56	12
12629	treasurert	55	10
3364	mis	53	3
14125	burkhart	52	8
9700	missionaryr	52	11
4098	ance	52	4
4904	beath	51	5
2708	ville	51	5
13909	ments	51	5
14087	adelia	50	6
1401	ters	50	4
16039	hodapp	49	6
14115	haskins	47	7
14114	pre	45	3
4547	ful	45	3
6901	busz	42	4
116	eral	41	4
11370	lugenbeal	39	9
18445	higbee	39	6
5978	dianapolis	39	10
14974	rium	39	4
18844	mittee	39	6
16179	metzker	36	7
2401	wirt	36	4
6588	possman	36	7
8389	bers	36	4
8679	indi	35	4
22151	athen	35	5
23220	altho	35	5
7184	britton	35	7
21422	hussey	34	6
19175	apolis	34	6
21458	ceived	34	6
15883	mellinger	34	9
12103	crary	33	5
6774	'the	33	4
8081	dren	33	4
10926	wanteda	33	7
9091	cleland	32	7
11763	mal	32	3
21880	sions	31	5
19097	larkin	31	6
4819	medicaldr	31	9
7058	ation	31	5
7829	gabriella	31	9
3280	kenney	31	6
14136	libertya	31	8
17604	terest	30	6
16868	korn	30	4
294	huntingburg	30	11
6834	cleotis	30	7
17233	carahoof	29	8
3033	portant	29	7
16948	ture	29	4
12197	tarium	29	6
6472	secretaryj	28	10
19053	ning	28	4
10887	peo	28	3
79	ington	28	6
4225	thos	28	4
19311	geperter	28	8
23303	pany	27	4
22184	tional	27	6
5841	barrons	26	7
10179	arnbrecht	26	9
22326	erty	25	4
3302	lished	25	6
17712	agentj	24	6
14324	mits	24	4
9968	lanpher	23	7
10702	trinkner	23	8
11588	mer	23	3
119	larimore	22	8
6265	meginnis	22	8
20771	creager	22	7
15144	dred	22	4
21892	emy	22	3
19249	sebring	22	7
10010	redenour	22	8
18284	sabbathschool	22	13
5655	boggsto	22	7
14239	bryner	21	6
13188	tipton	21	6
2799	breth	21	5
18129	fieldarcher	21	11
9843	ridgeway	21	8
4578	portance	21	8
17791	boggetown	21	9
9356	vassing	21	7
5412	cualg	20	5
5190	ity	20	3
9859	sarber	20	6
21908	rabey	20	5
7949	ble	20	3
7935	olis	20	4
21762	shelbyville	20	11
11758	rethe	20	5
11421	portunity	19	9
1372	itarium	19	7
3294	zora	19	4
19555	redman	19	6
19585	adamson	19	7
18238	ized	19	4
5019	mony	19	4
12273	ventist	19	7
2143	eluora	19	6
9429	sented	19	6
9282	ceive	19	5
1302	lieve	18	5
22795	ork	18	3
17771	tian	18	4
6465	hughey	18	6
15296	secretaryc	18	10
11166	swaynie	18	7
15758	struction	18	9
10970	educationalmrs	18	14
22648	sceretaryw	17	10
8850	ested	17	5
4989	tance	17	5
569	bradburn	17	8
18682	sani	17	4
9484	belva	17	5
11299	ette	17	4
15000	knightstown	17	11
11682	cial	17	4
14568	dered	17	5
19451	crum	17	4
87	perience	17	8
17223	stitution	17	9
23242	luzerne	16	7
9732	acad	16	4
21391	ered	16	4
18488	lege	16	4
15093	crandell	16	8
14535	campmeetings	16	12
20767	tne	16	3
2039	ous	16	3
13891	ject	16	4
7301	tary	16	4
19432	tunity	16	6
16494	ith	16	3
22457	ile	16	3
1748	fahrion	16	7
16462	restorick	16	9
16929	buntin	16	6
8726	sanita	15	6
5874	einora	15	6
6976	rabe	15	4
12521	terested	15	8
13990	glick	15	5
12727	vancement	15	9
14377	ual	15	3
11800	suc	15	3
9303	tute	15	4
12252	retary	15	6
8565	fredricksburg	15	13
7219	winamac	15	7
617	institu	15	7
4619	vella	15	5
19758	brickley	15	8
5284	gress	15	5
18792	obear	15	5
802	mit	15	3
20347	dougall	15	7
3070	pected	15	6
7639	plew	14	4
17368	jno	14	3
4032	tution	14	6
22860	vassers	14	7
7319	glesner	14	7
16816	sev	14	3
13800	ious	14	4
11719	wab	14	3
16911	scription	14	9
6394	linnie	14	6
20893	fielda	14	6
9380	'of	14	3
777	sidered	14	7
14237	mand	14	4
3713	educa	14	5
5298	sociation	14	9
13304	partment	14	8
2792	conthe	14	6
20723	lation	14	6
14609	cepted	14	6
2057	ille	13	4
22701	cided	13	5
7145	ver	13	3
13845	glessner	13	8
20809	'and	13	4
1537	presidentmorris	13	15
3712	sible	13	5
2719	ists	13	4
15775	ventists	13	8
16226	mond	13	4
14047	thirdstreetindianapolisindiana	13	30
8566	dence	13	5
22426	ern	13	3
19225	easttwenty	13	10
8216	thi	13	3
8160	brooketon	13	9
16518	twentyfive	13	10
1199	tant	13	4
6175	gipson	13	6
13664	fatic	13	5
17150	insti	13	5
13407	chil	13	4
6005	ther	13	4
17058	pect	13	4
6743	lida	13	4
15229	ood	12	3
18769	cerning	12	7
2002	barcus	12	6
3321	ould	12	4
3406	ure	12	3
1693	cially	12	6
95	bulialts	12	8
17626	mina	12	4
2084	tle	12	3
8404	wor	12	3
11021	ining	12	5
5437	reand	12	5
12763	evermont	12	8
13667	ist	12	3
15046	fluence	12	7
21345	cumo	12	4
3145	garding	12	7
13873	inthe	12	5
16764	dethe	12	5
12630	plete	12	5
21466	gossett	12	7
22164	schleicher	12	10
10546	'to	11	3
8860	tained	11	6
15065	ligious	11	7
2969	mayna	11	5
3264	dition	11	6
15355	comthe	11	6
15371	indpis	11	6
12207	swarts	11	6
13422	yazell	11	6
15177	byerly	11	6
12280	nounced	11	7
8473	pecially	11	8
21322	sary	11	4
12117	huntzinger	11	10
5283	treasurerj	11	10
4151	lagrippe	11	8
19520	atthe	11	5
7370	couraging	11	9
5125	ery	11	3
7329	truesdale	11	9
1598	tem	11	3
11438	ders	11	4
11025	orra	11	4
19803	anapolis	11	8
15804	brethern	11	8
13425	cept	11	4
8178	vention	11	7
4896	jstone	11	6
4852	tive	11	4
20219	scriptions	11	10
4832	agement	11	7
13519	patrickshurg	11	12
13868	complish	10	8
11609	schnaible	10	9
33	atten	10	5
10248	tinue	10	5
14106	individ	10	7
10676	spahr	10	5
2408	whitmer	10	7
11031	orrie	10	5
13498	prin	10	4
22412	coun	10	4
10549	couraged	10	8
12108	nual	10	4
1381	dettrow	10	7
18179	ually	10	5
3773	quently	10	7
7898	nity	10	4
18647	buhaltz	10	7
20307	ato	10	3
6057	pleted	10	6
5397	oppor	10	5
4087	fice	10	4
16189	reto	10	4
15560	wornter	10	7
4276	dicy	10	4
16584	see'y	10	5
8683	intl	10	4
8861	valpariso	10	9
4285	couragement	10	11
17892	tains	10	5
5867	wil	10	3
3327	kirtley	10	7
15037	boro	10	4
338	ldaville	10	8
18732	suptb	10	5
4512	idav	9	4
6730	sity	9	4
23099	ress	9	4
17483	ander	9	5
18922	dreds	9	5
1289	impor	9	5
14072	nection	9	7
22801	possmen	9	7
17706	casion	9	6
4486	encour	9	6
9806	ences	9	5
5020	recom	9	5
5250	tation	9	6
4876	alletta	9	7
6964	lndpls	9	6
1408	sabha	9	5
16788	tri	9	3
21284	sideration	9	10
20167	eign	9	4
18811	ies	9	3
9560	hile	9	4
9861	pers	9	4
18539	ferent	9	6
3172	meetof	9	6
2837	ily	9	3
653	tention	9	7
20866	sult	9	4
14651	worrter	9	7
5760	preciate	9	8
21610	itt	9	3
15196	esting	9	6
14450	landess	9	7
17916	edu	9	3
15209	lected	9	6
14311	senting	9	7
85	bership	9	7
12865	crabtree	9	8
12900	bility	9	6
2286	reof	9	4
976	subscrip	9	8
12421	litera	9	6
22295	sisterpr	9	8
13590	quartette	9	9
17555	urer	8	4
22902	ciples	8	6
17762	terly	8	5
23257	derson	8	6
23006	sweaney	8	7
18502	rothhaust	8	9
39	preciated	8	9
13624	deand	8	5
17187	tiful	8	5
21357	jchn	8	4
14983	ated	8	4
14895	eze	8	3
20769	prethe	8	6
21832	pcunningham	8	11
15442	cently	8	6
22023	oua	8	3
208	mitted	8	6
14189	stocker	8	7
15679	paign	8	5
22242	nee	8	3
20070	theni	8	5
16005	farmershurg	8	11
19737	ury	8	3
16078	onr	8	3
22504	mns	8	3
16341	rushville	8	9
16552	'that	8	5
22763	sarher	8	6
16725	lishing	8	7
13830	ruhalts	8	7
12748	fevre	8	5
12609	perance	8	7
2724	eit	8	3
7644	leota	8	5
8789	maloney	8	7
11756	cellent	8	7
11809	als	8	3
5189	fora	8	4
8717	departmentdr	8	12
5029	tures	8	5
2182	periences	8	9
2137	taining	8	7
7954	ofthe	8	5
9055	cemer	8	5
3390	vasser	8	6
3621	quired	8	6
11015	ors	8	3
5987	ish	8	3
11721	rien	8	4
332	goonwi	8	6
7286	pleasent	8	8
6783	busi	8	4
10885	conand	8	6
7279	pel	8	3
3943	cer	8	3
6533	ive	8	3
6376	sider	8	5
7157	bucy	8	4
12649	har	8	3
4209	ering	7	5
9647	tinued	7	6
18827	tioned	7	6
18917	wherfield	7	9
15079	werfield	7	8
19042	nish	7	4
4862	dained	7	6
9780	pense	7	5
19378	indithe	7	7
10001	conferthe	7	9
10005	cona	7	4
3910	testi	7	5
10033	uary	7	4
4648	gation	7	6
19616	rethat	7	6
98	accomodate	7	10
14835	plished	7	7
10162	thoroly	7	7
5075	tember	7	6
8987	mands	7	5
17031	ganization	7	10
17590	ations	7	6
7199	'he	7	3
16728	tibbets	7	7
6122	sec'v	7	5
7541	sistance	7	8
17895	ludington	7	9
16373	ons	7	3
18049	congrega	7	8
16270	conof	7	5
5829	ents	7	4
5769	adthe	7	5
409	lish	7	4
8033	servance	7	8
8343	giv	7	3
5497	sahhath	7	7
8442	venient	7	7
8528	coppock	7	7
447	missonary	7	9
3895	'as	7	3
15307	sers	7	4
19984	strough	7	7
6577	weimer	7	6
2478	mre	7	3
12541	hulwick	7	7
11385	cles	7	4
13978	cated	7	5
21149	terests	7	7
21218	'be	7	3
22725	ened	7	4
12199	fon	7	3
22570	ular	7	4
11754	tized	7	5
21657	tude	7	4
11944	essary	7	6
13573	lissie	7	6
21719	ndiana	7	6
12151	swer	7	4
22470	conwe	7	5
13502	preceeding	7	10
1322	rmersburg	7	9
1402	edgerton	7	8
20590	cational	7	8
23263	vation	7	6
14141	tered	7	5
935	mendations	7	10
23237	trict	7	5
20330	inin	7	4
12697	lnd	7	3
14131	cruzen	7	6
20349	lifegiver	7	9
5825	gested	6	6
17545	pression	6	8
18178	oper	6	4
17360	londn	6	5
23245	ass'n	6	5
18107	unthe	6	5
22440	relig	6	5
17298	dtr	6	3
5646	buralts	6	7
17493	baughman	6	8
2028	pled	6	4
1924	ples	6	4
22717	ures	6	4
18091	ried	6	4
22992	conven	6	6
17988	meetthe	6	7
1587	accom	6	5
6320	stantly	6	7
1028	conferenee	6	10
5590	ister	6	5
22857	sabthe	6	6
1104	ize	6	3
17881	repor	6	5
6009	duced	6	5
6109	wherfleld	6	9
17738	ond	6	3
22896	tas	6	3
18394	buha	6	4
3833	ficers	6	6
22154	icksburg	6	8
19108	sel	6	3
20876	stitute	6	7
19181	fied	6	4
3312	deavor	6	6
19259	parke	6	5
4347	konut	6	5
4244	structed	6	8
6666	ening	6	5
3949	associa	6	7
19719	hearn	6	5
3751	hav	6	3
3901	cessfully	6	9
19822	borgesen	6	8
19825	conferof	6	8
19956	ciety	6	5
3799	legonier	6	8
19994	ciation	6	7
20025	tiosa	6	5
3077	iness	6	5
21088	nessed	6	6
5578	roomunitybuildingindianapolis	6	29
21103	ianapolis	6	9
5505	indianap	6	8
2340	ona	6	3
5406	terprise	6	8
18674	thoro	6	5
20180	schusller	6	9
18676	mour	6	4
2536	edly	6	4
21663	tage	6	4
5157	conferand	6	9
2803	liberti	6	7
2966	rection	6	7
3005	nimon	6	5
18898	ical	6	4
3034	lmiller	6	7
18963	ially	6	5
3069	recommenda	6	10
21117	begining	6	8
12657	cessful	6	7
23304	'with	6	5
15834	benefitted	6	10
13059	borgeson	6	8
13430	breththe	6	8
9420	decem	6	5
16215	febles	6	6
10780	pects	6	5
7813	ini	6	3
12483	brookville	6	10
7862	edness	6	6
14211	tio	6	3
14392	ati	6	3
9348	ler	6	3
13320	cil	6	3
14046	denomina	6	8
8224	oung	6	4
10466	hagie	6	5
10571	nudiug	6	6
9199	brunson	6	7
24	penses	6	6
9059	pinchon	6	7
8435	dougal	6	6
15467	uhalts	6	6
15422	beathe	6	6
8774	responsi	6	8
13383	bookmen	6	7
9662	eporter	6	7
13522	schuster	6	8
9053	inand	6	5
14644	sponsibility	6	12
14027	lautenschlager	6	14
11431	refor	6	5
14682	vis	6	3
17114	verted	6	6
16969	nished	6	6
12655	sist	6	4
11580	uals	6	4
13483	ciated	6	6
7134	aaa	6	3
16412	appre	6	5
16818	campthe	6	7
11974	dillsboro	6	9
12530	fieldburt	6	9
14846	patr	6	4
16709	mahala	6	6
16691	perseverence	6	12
16600	sence	6	5
13005	acthe	6	5
13530	ately	6	5
2435	patrlcksburg	5	12
21824	dividuals	5	9
2416	aurie	5	5
2535	liu	5	3
2380	oth	5	3
17178	fested	5	6
13535	falrland	5	8
11960	tolson	5	6
13903	disthe	5	6
21228	farmereburg	5	11
11484	orland	5	6
21328	theo	5	4
11587	ded	5	3
2995	galt	5	4
11641	oue	5	3
21403	rion	5	4
2958	calebs	5	6
21432	beachwood	5	9
2912	rugar	5	5
13828	rea	5	3
21506	isters	5	6
21545	bein	5	4
21560	conferen	5	8
11987	yond	5	4
21577	thot	5	4
2733	rter	5	4
13696	apthe	5	5
2377	inof	5	4
12078	circula	5	7
2307	vin	5	3
13491	rosenthol	5	9
1359	neihaus	5	7
13175	tutions	5	7
22858	stylesthe	5	9
22875	derstand	5	8
1114	ving	5	4
22922	icals	5	5
22970	iana	5	4
12542	derstood	5	8
603	ities	5	5
12584	sho	5	3
984	posey	5	5
12731	vious	5	5
12703	iences	5	6
884	sor	5	3
12696	tice	5	4
23267	orser	5	5
819	erts	5	4
13184	salva	5	5
1618	vided	5	5
13226	tism	5	4
22406	sey	5	3
2243	conse	5	5
22165	mandment	5	8
22231	grugel	5	6
13437	reit	5	4
481	ani	5	3
22319	neces	5	5
496	sonal	5	5
1990	ces	5	3
22714	colley	5	6
1986	phe	5	3
22486	misthe	5	6
1867	'ii	5	3
13325	enand	5	5
1634	pahl	5	4
1633	pfeiffer	5	8
22707	dugger	5	6
14035	luk	5	3
10905	cember	5	6
21077	tae	5	3
15690	postotlice	5	10
7836	blackford	5	9
7879	bing	5	4
103	daviess	5	7
15811	theime	5	6
18475	cour	5	4
8242	mishawaka	5	9
15723	nagle	5	5
18585	rch	5	3
5313	conners	5	7
313	presi	5	5
5176	cious	5	5
15245	mation	5	6
5074	spond	5	5
15103	lan	5	3
5063	ferences	5	8
19013	zinn	5	4
19043	'one	5	4
14997	gaged	5	5
7755	instruc	5	7
16298	vass	5	4
11291	ankney	5	6
7183	radnor	5	6
6709	cowen	5	5
6563	froni	5	5
17270	ili	5	3
17288	exand	5	5
17096	joshuas	5	7
17389	mercial	5	7
6920	accts	5	5
6945	educationalm	5	12
6274	noth	5	4
7660	cuse	5	4
6273	snoden	5	6
12675	mak	5	3
7285	daleville	5	9
393	ough	5	4
16652	sabthat	5	7
7645	eiee	5	4
5973	quainted	5	8
16383	sponse	5	6
4846	occured	5	7
14905	cle	5	3
14845	ited	5	4
11184	'have	5	5
10731	chnrch	5	6
14157	ety	5	3
10889	jects	5	5
3744	ott	5	3
6592	contribu	5	8
3672	mee	5	3
20388	ature	5	5
14116	gon	5	3
474	ously	5	5
4562	mandments	5	9
3393	tributed	5	8
11194	brooner	5	7
11199	napolis	5	7
3228	tations	5	7
11217	'all	5	4
20880	neiman	5	6
3115	sant	5	4
20926	judiana	5	7
10707	iie	5	3
10665	kendallville	5	12
10487	tra	5	3
14328	gressive	5	8
4370	fidence	5	7
10061	sylva	5	5
14804	vor	5	3
19320	schoolmrs	5	9
14797	tributions	5	10
19408	borhood	5	7
4247	atte	5	4
14728	shonld	5	6
14706	ifi	5	3
472	doubtedly	5	9
10363	ium	5	3
19655	prairieton	5	10
10365	istry	5	5
278	ose	5	3
10389	quaintance	5	10
14341	volz	5	4
19847	complished	5	10
6172	structor	5	8

Report

Title seems to suffer from separated line endings. It appears that the hyphen on these is captured in the OCR but was not rejoined in the regex. Also, the attempts to split squashed names appears to be causing problems with complex names, such as McMahan. "missionaryr" appears to be an error created when removing the -.

Title is also prone to regular spelling errors.

Potential title-specific corrections:

• thirdstreetindianapolisindiana (13) -> third street indianapolis indiana
• presidentmorris (13) -> president morris

Words to Add

• campmeetings
• fredricksburg
• lifegiver
• bookmen

LB (The Life Boat)

General Information

• Date range: 1898-1920
• Publication cycle: monthly
• Layout notes: 2-column
• Publisher: Medical Missionary and Benevolent Association
• Topics: health, medical missions

query_df(results_to_df('LB'), 4, 2, "count")

File: 2016-12-30-Spelling-Errors-LB.txt
LB has 25229 rows
File: 2016-12-31-Spelling-Errors-LB.txt
LB has 25227 rows

	spell_error	count	word_length
10799	mackey	296	6
14763	hsi	247	3
23192	halsted	165	7
7895	ile	142	3
13506	vitamines	110	9
7689	lundell	97	7
23332	kershaw	95	7
21299	auley	92	5
14910	pearsons	91	8
24764	harner	90	6
15591	stapp	84	5
3514	'the	84	4
483	pavlson	81	7
17017	chas	79	4
16922	soulwinning	76	11
2498	'to	72	3
23901	crittenton	71	10
22240	twentyfive	69	10
7922	chicagotrains	68	13
11960	dannemora	55	9
10192	courtland	55	9
3304	bilhorn	53	7
8226	burghart	52	8
861	pawlow	51	6
17951	gazeteer	49	8
19634	thekla	49	6
1116	papercovered	48	12
14525	ridpath	45	7
17780	whisler	44	7
23230	tion	43	4
21419	'of	43	3
19572	jno	42	3
23195	zada	42	4
21072	'and	41	4
6181	minutesfifty	41	12
12052	saloonkeeper	41	12
21951	jeffers	40	7
15662	'we	40	3
10797	laundryin	39	9
12256	cyclopmdic	39	10
1130	stillwater	39	10
22870	edholm	38	6
1473	colortype	38	9
4732	desplaines	38	10
5889	'phone	38	6
17360	kohlsaat	36	8
21261	eze	35	3
20293	psa	35	3
17907	agt	34	3
1314	pre	34	3
19859	salle	34	5
6237	kedler	34	6
10954	sevenjeweled	33	12
24169	ment	33	4
9666	vories	32	6
16941	holaday	32	7
15138	luyster	31	7
4106	egal	31	4
9024	cann	31	4
19204	mal	31	3
21445	employe	31	7
13740	cyclopedic	30	10
20228	stantly	30	7
17421	tkt	30	3
1513	lbinsbale	29	9
12134	thos	29	4
5758	kniskern	29	8
12504	'in	29	3
3382	sinsick	29	7
2407	oldfashioned	29	12
4958	leavitt	28	7
10277	ranney	28	6
7495	tyrer	28	5
20704	waltham	28	7
1029	cyclopaedic	27	11
1668	printype	27	8
18339	gipsy	26	5
4542	anb	26	3
5503	zoerb	26	5
21218	cyclopxdic	26	10
24190	potosi	25	6
22593	anamosa	25	7
8112	themnot	25	7
4520	tiie	25	4
10926	hurd	25	4
16436	onehalf	24	7
12131	ufford	24	6
14083	selfsupporting	24	14
5712	ballington	24	10
20938	burleson	24	8
16214	medo	24	4
20708	'neath	23	6
2491	employes	23	8
8730	rawlinson	23	9
3881	mis	23	3
11650	appli	22	5
530	cassimeres	22	10
906	ili	22	3
9282	ments	22	5
23315	'number	21	7
19080	salmans	21	7
3818	cbicago	21	7
24694	polmanteer	21	10
630	wrappingno	21	10
15221	bengtson	20	8
12754	ful	20	3
24751	thi	20	3
7733	accommdate	20	10
12156	twentyfour	20	10
19774	quartette	20	9
16878	mina	20	4
8693	tbe	20	3
9670	ebitoriat	19	9
23406	vaux	19	4
22298	keeley	19	6
937	ent	19	3
2310	obispo	19	6
6390	todate	19	6
7237	walen	19	5
19513	flonthly	19	8
5927	it'	19	3
13524	pedicord	19	8
18320	abbie	19	5
24933	kee	19	3
14416	lim	18	3
14324	grenfell	18	8
13732	goodison	18	8
9031	kittie	18	6
9081	mayinza	18	7
5977	underhill	18	9
18193	soulsaving	18	10
10852	kitselman	18	9
16267	tuttle	18	6
6906	desiredone	18	10
7342	marchisio	18	9
16810	ole	18	3
20081	'for	18	4
10701	writtenthe	18	10
11041	thirtythird	18	11
24608	subscriptionsyear	17	17
262	muskoka	17	7
12565	slessor	17	7
18036	guenther	17	8
9471	flournoy	17	8
18009	eastland	17	8
10788	connell	17	7
8165	'twill	17	6
25116	willeford	17	9
4178	ance	17	4
24699	comethe	17	7
3457	stantard	17	8
15830	overcomer	17	9
16742	maloney	16	7
11282	bly	16	3
8776	velox	16	5
127	slifer	16	6
14820	nally	16	5
5398	shafer	16	6
24523	waupun	16	6
3682	uolume	16	6
9431	umlandt	16	7
17054	ver	16	3
21374	tions	16	5
17233	californiafamous	16	16
768	por	16	3
12998	loth	16	4
555	incoporated	16	11
20326	jeffries	15	8
8035	yergin	15	6
4852	tne	15	3
5118	nelton	15	6
19578	lura	15	4
12712	lif	15	3
2166	omi	15	3
8714	naperville	15	10
25020	morlock	15	7
9106	coker	15	5
2531	prayerless	15	10
16863	ofthe	15	5
6408	dren	14	4
17267	kimball	14	7
4757	cyclopdic	14	9
15712	gossard	14	7
19052	jailor	14	6
5338	lounsbury	14	9
10171	lbinsbate	14	9
816	bossert	14	7
2267	clawges	14	7
19808	ple	14	3
5328	wellknown	14	9
16833	ioo	14	3
8799	boynton	14	7
130	'you	14	4
4164	ast	14	3
4222	ers	14	3
1275	purdon	13	6
24099	friendi	13	7
8676	foy	13	3
15404	nal	13	3
12249	nished	13	6
19945	clure	13	5
11809	fhe	13	3
20041	sible	13	5
6666	millan	13	6
13196	godinez	13	7
648	appliancesall	13	13
13923	duffield	13	8
14331	rhoades	13	7
6188	complish	13	8
25044	wil	13	3
24013	kokofat	13	7
11546	halliday	13	8
21500	'from	13	5
18856	tillie	13	6
4622	christenson	13	11
21928	tific	13	5
8091	menard	13	6
22042	fugard	13	6
10252	albertson	13	9
22922	'nformation	13	11
11880	payton	12	6
9259	ence	12	4
9753	thr	12	3
6463	lbins	12	5
13899	rame	12	4
13547	doering	12	7
17700	furnishd	12	8
8921	nimon	12	5
8899	konigmacher	12	11
14308	sigel	12	5
17799	brunson	12	7
10159	cbe	12	3
15195	'have	12	5
11904	'he	12	3
12480	adson	12	5
20284	agressive	12	9
10746	tri	12	3
7009	'good	12	5
15988	fyrnn	12	5
10934	keswick	12	7
7622	socalled	12	8
19510	iis	12	3
16732	ceo	12	3
11647	'it	12	3
7144	twentyseven	12	11
17269	siri	12	4
14101	levison	12	7
4364	brien	12	5
81	batey	12	5
451	desplains	12	9
24458	ooooo	12	5
3939	'so	12	3
2157	cookendorfer	12	12
21344	ridgefield	12	10
22545	ilis	12	4
4198	musselman	12	9
691	lan	12	3
2034	rugg	12	4
23475	fletcherize	12	11
21607	itt	12	3
23611	hoaglan	12	7
6028	grosjean	12	8
3473	hinshaw	12	7
334	wintringer	12	10
22666	scien	12	5
23686	'as	11	3
8618	ona	11	3
5073	'was	11	4
5071	meda	11	4
23310	tomson	11	6
16891	wethersfield	11	12
21047	bein	11	4
18166	houck	11	5
16807	nee	11	3
2088	threefourths	11	12
24834	kroneberg	11	9
4261	ossig	11	5
1475	firstclass	11	10
11257	gerda	11	5
18800	hiddleson	11	9
13417	yearold	11	7
8175	ingly	11	5
23837	dinary	11	6
16185	boati	11	5
18733	'life	11	5
12002	wel	11	3
7305	vox	11	3
23267	williman	11	8
3520	'plan	11	5
6134	elox	11	4
12760	thes	11	4
3357	homea	11	5
15141	ine	11	3
15392	wornout	11	7
5810	'been	11	5
22555	keech	11	5
15425	rne	11	3
15462	lindland	11	8
12652	peruna	11	6
14221	gunsaulus	11	9
2588	seventyfive	11	11
17803	ust	11	3
12643	youngs	11	6
9610	leaton	11	6
2804	pris	11	4
295	spurrell	11	8
23185	pass'r	11	6
2747	depew	11	5
3121	worthie	10	7
520	gunn	10	4
2647	citp	10	4
8706	ibinsbale	10	9
22002	'boat	10	5
17292	antee	10	5
1918	weeda	10	5
24931	'cause	10	6
3679	dowell	10	6
23032	inthe	10	5
16811	tunheim	10	7
11156	fora	10	4
731	'but	10	4
9597	twentytwo	10	9
11864	doyer	10	5
17507	kas	10	3
15863	wellequipped	10	12
24580	'mid	10	4
19570	jamieson	10	8
19533	tian	10	4
21528	arntzen	10	7
20862	madero	10	6
20846	gulick	10	6
5128	ost	10	3
20917	'round	10	6
19183	'be	10	3
19141	humana	10	6
25051	weist	10	5
19085	hindhede	10	8
24604	hufnagle	10	8
24207	flissionary	10	11
105	bruner	10	6
12584	'that	10	5
998	burkhart	10	8
20531	englewood	10	9
24029	kno	10	3
5274	'one	10	4
5869	hayti	10	5
13142	vou	10	3
24862	ott	10	3
18499	clelland	10	8
19580	allister	10	8
7077	ber	10	3
12522	cauley	10	6
6208	epworth	10	7
11711	decribing	10	9
11705	kronprinz	10	9
16273	binsbale	9	8
15559	wanteda	9	7
22798	sionary	9	7
13545	atchison	9	8
15187	waukegan	9	8
3271	doerr	9	5
22888	valborg	9	7
2515	biron	9	5
12546	nowbefore	9	9
16024	more'	9	5
23383	une	9	3
1835	landingham	9	10
14719	tistical	9	8
24907	gaw	9	3
10240	ary	9	3
16153	me'	9	3
1274	twentyone	9	9
2702	ood	9	3
15911	sanitar	9	7
1229	misionary	9	9
1149	kraepelin	9	9
2185	metzger	9	7
24333	het	9	3
15631	bulkley	9	7
19887	moroccobound	9	12
9873	diaz	9	4
18486	hachiman	9	8
9113	'if	9	3
24948	'is	9	3
4225	lected	9	6
8530	recom	9	5
18374	goward	9	6
21494	loa	9	3
21473	oth	9	3
18606	ltfe	9	4
4445	anticigarette	9	13
4499	agin	9	4
14341	'em	9	3
21382	oale	9	4
7847	applicationthe	9	14
4824	life'	9	5
4974	dolson	9	6
14010	kynett	9	6
5259	'our	9	4
5283	rhiner	9	6
5551	'not	9	4
20725	hildreth	9	8
20632	cbree	9	5
6306	eturn	9	5
5946	burrage	9	7
20327	pri	9	3
450	yik	9	3
12844	epartment	9	9
485	ashwood	9	7
22539	masson	9	6
9395	eautiful	9	8
3335	ium	9	3
22578	perrior	9	7
22109	millhorn	8	8
21095	foochow	8	7
5130	itthat	8	6
15818	mazie	8	5
12392	ong	8	3
12317	markel	8	6
21084	'bout	8	5
18847	wewill	8	6
17891	gastro	8	6
10510	hout	8	4
18846	cbitbren	8	8
16016	bleared	8	7
24145	'my	8	3
17217	walde	8	5
1520	healthwise	8	10
12056	hazzard	8	7
5198	jeffersonville	8	14
1044	sundayschool	8	12
9203	silverplated	8	12
14294	goodell	8	7
15188	'all	8	4
22625	urbs	8	4
866	again'	8	6
505	rhan	8	4
6380	vanlandingham	8	13
20387	nickelplated	8	12
20620	soo	8	3
22747	yoshida	8	7
20244	'at	8	3
17707	pou	8	3
14311	ake	8	3
5300	aulley	8	6
14046	tht	8	3
17774	itit	8	4
7062	valleau	8	7
12516	maddock	8	7
7880	cordance	8	8
21350	'they	8	5
16088	ossining	8	8
21584	eason	8	5
13350	pled	8	4
16580	experi	8	6
16642	steelman	8	8
21798	iti	8	3
1937	vandeventer	8	11
22241	tre	8	3
14692	lbeabquarters	8	13
8739	sloat	8	5
18189	whi	8	3
4135	ering	8	5
4100	cornaro	8	7
2113	bolte	8	5
9273	nto	8	3
2228	ghicayo	8	7
9082	parenteither	8	12
9642	finnell	8	7
23340	trainingschool	8	14
8624	lington	8	7
3591	mendenhall	8	10
22933	thora	8	5
8079	expe	8	4
23807	scriptions	8	10
4466	'this	8	5
11873	pritchard	8	9
22350	grohens	8	7
18297	secondclass	8	11
16950	twentythree	8	11
23035	tains	8	5
8421	brunton	8	7
18327	jessup	8	6
17473	waukesha	8	8
14597	nothin	7	6
24817	scription	7	9
14605	soulwinners	7	11
14490	ive	7	3
14530	teer	7	4
24957	conroy	7	6
14959	shockey	7	7
14365	seaver	7	6
20266	'had	7	4
24682	peo	7	3
24640	loc	7	3
22169	allround	7	8
22047	keiler	7	6
18026	paso	7	4
21978	trayed	7	6
21875	ity	7	3
21825	'there	7	6
18429	diseasedestroying	7	17
18758	advantake	7	9
18778	workthe	7	7
19545	lifethe	7	7
20910	tepartment	7	10
19733	'with	7	5
20790	twothirds	7	9
19813	ite	7	3
19954	beda	7	4
20063	circut	7	6
20555	helvig	7	6
22278	nie	7	3
17696	liee	7	4
17440	outof	7	5
16224	noo	7	3
15229	tyng	7	4
15302	sweney	7	6
15336	intyre	7	6
15548	ani	7	3
24286	brotheri	7	8
16101	ther	7	4
23613	'nineteen	7	9
23574	kiplinger	7	9
22669	wor	7	3
16496	exprisoner	7	10
16517	sixmonths	7	9
16769	exconvict	7	9
16903	hollinger	7	9
17110	occo	7	4
17266	ilt	7	3
17306	atchin	7	6
22857	libbie	7	6
25217	froin	7	5
7583	vogel	7	5
4401	pronuncing	7	10
7339	tte	7	3
1703	pherson	7	7
10422	illy	7	4
1802	goldberger	7	10
1816	manthe	7	6
1830	'dumber	7	7
13081	ters	7	4
2405	ons	7	3
7207	'little	7	7
4382	brin	7	4
7151	chica	7	5
12969	flission	7	8
12753	oate	7	4
7037	millionare	7	10
12049	everywherepeople	7	16
12160	fter	7	4
10594	grantham	7	8
10936	'work	7	5
3346	boxr	7	4
4247	benoit	7	6
3557	littell	7	7
6860	yeakle	7	6
12632	lifeto	7	6
3583	riis	7	4
3681	designwith	7	10
4131	perience	7	8
10817	pharmacopceia	7	13
3827	barnhart	7	8
4062	goin	7	4
4399	rohland	7	7
3874	planpay	7	7
1646	eustis	7	6
11802	tolstoi	7	7
8620	swauk	7	5
5588	lord'	7	5
14062	ents	7	4
4998	wasa	7	4
8142	ati	7	3
4850	atherton	7	8
5835	heistad	7	7
13936	exension	7	8
8022	sabbathschool	7	13
751	warne	7	5
810	vender	7	6
13840	boat'	7	5
1207	ess	7	3
1620	liv	7	3
7761	chil	7	4
7651	tolnas	7	6
1061	developingand	7	13
1098	'which	7	6
10253	turnish	7	7
7661	ridpath's	7	9
1146	machinewith	7	11
5903	itto	7	4
5710	brinkman	6	8
20705	reab	6	4
5640	furfurol	6	8
20404	nonflesh	6	8
20391	harpoot	6	7
20296	orie	6	4
20431	rumber	6	6
6031	hea	6	3
20413	'were	6	5
20180	millett	6	7
5991	lifegiving	6	10
14116	thc	6	3
7117	ture	6	4
20077	cwo	6	3
6813	ning	6	4
8533	gideons	6	7
18337	rionthly	6	8
8333	lida	6	4
8287	meand	6	5
18627	shutins	6	7
18638	glanville	6	9
18652	robie	6	5
18674	lor	6	3
8087	uly	6	3
7814	ould	6	4
7788	ecc	6	3
18883	lbe	6	3
19000	lurline	6	7
7585	will'	6	5
19477	tra	6	3
7202	tisdale	6	7
5524	strouf	6	6
7046	wordly	6	6
19755	hallack	6	7
14272	mei	6	3
19780	foos	6	4
19789	ift	6	3
6880	ceived	6	6
5531	historyof	6	9
4365	eddyville	6	9
5416	alkire	6	6
1006	'do	6	3
2595	ving	6	4
23523	wand'rer	6	8
23654	dowkontt	6	8
1653	mts	6	3
23732	capman	6	6
23750	perrenon	6	8
23913	ihe	6	3
23972	gerow	6	5
1539	bea	6	3
1372	elie	6	4
1341	siebert	6	7
1027	nels	6	4
989	singlehanded	6	12
23112	tbp	6	3
738	kronprintz	6	10
711	wetmore	6	7
707	mit	6	3
24824	upto	6	4
24825	binsdale	6	8
542	madsen	6	6
24975	cxsar	6	5
25035	therea	6	6
118	filmsv	6	6
25090	nsa	6	3
80	fisherfolk	6	10
25193	souland	6	7
23144	edi	6	3
2749	oem	6	3
20869	you'	6	4
21678	sarber	6	6
5232	brookline	6	9
5042	brickey	6	7
21057	bunge	6	5
4909	typewriterthe	6	13
21117	attleboro	6	9
21188	gretener	6	8
4825	ita	6	3
4654	garbutt	6	7
4505	loiza	6	5
4488	us'	6	3
8644	ricketts	6	8
4363	sae	6	3
21716	ern	6	3
2754	nye	6	3
21929	xinches	6	7
21991	gosfiel	6	7
22204	cbtcago	6	7
3715	earlynow	6	8
3569	aists	6	5
22552	tle	6	3
3308	ars	6	3
3284	rou	6	3
3151	iil	6	3
3061	westfall	6	8
2861	god'	6	4
2809	tiful	6	5
18242	godgiven	6	8
16	tna	6	3
16054	lesch	6	5
11307	edl	6	3
11130	sincursed	6	9
16827	demineralized	6	13
15130	bqat	6	4
15079	sha	6	3
15040	home'	6	5
10958	iver	6	4
14935	gise	6	4
10886	thirtysix	6	9
13250	biglow	6	6
16943	mer	6	3
16951	onetenth	6	8
17195	gue	6	3
10565	myrle	6	5
13368	dunmead	6	7
10515	clo	6	3
13604	boose	6	5
17273	rumsey	6	6
11236	carle	6	5
11460	fortyfive	6	9
10296	wylam	6	5
13054	knowthat	6	8
12467	hulda	6	5
15775	stroup	6	6
12488	soc'y	6	5
12286	movementshydrotherapy	6	21
12240	cago	6	4
15993	ilinsdale	6	9
11999	ceive	6	5
11915	maumee	6	6
12733	spitzer	6	7
11661	mogan	6	5
16331	brevities	6	9
15315	pronouncingcontains	6	19
11578	thelife	6	7
15273	millis	6	6
11571	tete	6	4
15226	cyclopwdic	6	10
12770	soundhole	6	9
14559	ome	6	3
12471	ences	6	5
9929	unconfessed	6	11
17698	ruthven	6	7
10201	orcutt	6	6
17848	typewritersthe	6	14
9782	existencethe	6	12
9507	iwas	6	4
14058	litle	6	5
9122	imo	6	3
13953	stenie	6	6
14472	andi	6	4
18025	vis	6	3
17423	'who	6	4
13926	vitty	6	5
13673	ife	6	3
14025	lettie	6	6
14075	blackwells	6	10
14358	twentysix	6	9
10086	tite	6	4
3149	rlonthly	5	8
22811	cleland	5	7
22840	elliston	5	8
14314	hir	5	3
22843	herlth	5	6
185	eoat	5	4
413	himhe	5	5
3097	clougii	5	7
14048	rible	5	5
12748	greely	5	6
22951	ete	5	3
14330	popplewell	5	10
427	inval	5	5
442	sel	5	3
23083	tem	5	3
13032	leightner	5	9
22807	mber	5	4
14536	egan	5	4
22769	hini	5	4
3528	winningg	5	8
14290	subsc	5	5
3768	eachwe	5	6
12476	hav	5	3
25115	gogebic	5	7
22293	thro	5	4
12609	halfpast	5	8
15466	hedgethorn	5	10
22390	comendium	5	9
22518	peverini	5	8
12669	outthat	5	7
15435	citv	5	4
3227	yoti	5	4
3516	sead	5	4
22562	taliaferro	5	10
25110	ound	5	4
3511	'by	5	3
50	lle	5	3
12720	bogue	5	5
12723	ulric	5	5
23123	prisoners'	5	10
22716	grundeset	5	9
22736	rchicago	5	8
3236	r'y	5	3
2742	'november	5	9
510	'us	5	3
13304	rican	5	5
23831	illi	5	4
24797	dietitics	5	9
1574	'friend	5	7
14816	mak	5	3
24788	sevy	5	4
14810	thebest	5	7
14773	gertie	5	6
1531	densmore	5	8
1490	foi	5	3
1382	motz	5	4
14729	goldpointed	5	11
23167	alcono	5	6
13930	agreat	5	6
13332	sigabasa	5	8
24724	farenchick	5	10
14622	williford	5	9
24389	rlission	5	8
14506	gentlemen's	5	11
24480	oppor	5	5
1060	forto	5	5
13610	ibinsbate	5	9
769	millenium	5	9
14907	kitto	5	5
14909	iow	5	3
13186	christion	5	9
14914	caro	5	4
23172	'some	5	5
15156	right'	5	6
2506	dieng	5	5
23205	cruden	5	6
2458	gra	5	3
15155	wical	5	5
572	parshall	5	8
2384	binghamton	5	10
2291	kempe	5	5
579	posi	5	4
2273	cassander	5	9
1855	too'	5	4
13167	navada	5	6
686	nformation	5	10
23461	ficial	5	6
1797	burkhardt	5	9
1725	'them	5	5
3787	igoo	5	4
706	helmer	5	6
24814	kromer	5	6
23676	hilma	5	5
13172	beckwith	5	8
9091	postpaidor	5	10
3797	dowknott	5	8
10602	tupper	5	6
7640	hefele	5	6
19195	'only	5	5
10370	nother	5	6
17274	olivion	5	7
7505	soulwinner	5	10
10478	iinsdale	5	8
17251	iord	5	4
7145	saloonkeepers	5	13
7124	kayserling	5	10
10583	emmons	5	6
17173	hillis	5	6
17132	heruli	5	6
10700	ith	5	3
17340	borman	5	6
6965	farmiloe	5	8
6868	healy	5	5
10715	degerminated	5	12
6812	landrum	5	7
20000	ramallah	5	8
6804	ulery	5	5
6754	siegel	5	6
16927	lawton	5	6
6622	heartedness	5	11
20095	esus	5	4
20103	ibins	5	5
20151	dont	5	4
19119	oldtime	5	7
7656	allwise	5	7
6130	deneen	5	6
9922	kleidon	5	7
18044	forhealth	5	9
8842	fletcherized	5	12
8790	needa	5	5
8540	itis	5	4
9513	ilan	5	4
8424	sonie	5	5
18358	sandell	5	7
8335	igo	5	3
9869	winkler	5	7
8229	pel	5	3
18530	ferron	5	6
18575	concordanceand	5	14
9998	nott	5	4
10247	minnetonka	5	10
10002	cif	5	3
18672	asi	5	3
18685	imi	5	3
18690	thirtyfive	5	10
8073	'way	5	4
18777	perley	5	6
10135	adeile	5	6
7901	m'kee	5	5
17651	bodwell	5	7
10238	cbitoriat	5	9
10242	wtih	5	4
18920	bost	5	4
6399	fel	5	3
6084	rotherapy	5	9
3811	ghe	5	3
11932	reeseman	5	8
16325	worsteds	5	8
16296	work'	5	5
21223	colver	5	6
11719	ospel	5	5
4594	treves	5	6
4590	buddist	5	7
4526	perrine	5	7
11846	ummer	5	5
4501	crowell	5	7
21418	fcr	5	3
4423	onethird	5	8
21461	wwi	5	3
12045	ited	5	4
4901	'oo	5	3
16081	'me	5	3
8939	occa	5	4
21603	gizel	5	5
4357	'are	5	4
21658	prope	5	5
12189	doran	5	5
12207	douthit	5	7
4098	intereste	5	9
15831	ist	5	3
3908	'shall	5	6
12420	irs	5	3
3832	entific	5	7
21115	childrena	5	9
16383	headedness	5	10
16882	wer	5	3
11263	marchiso	5	8
11030	ginn	5	4
20313	enj	5	3
20321	ithe	5	4
5986	tappan	5	6
5955	dovelopment	5	11
11065	bleecker	5	8
11066	'would	5	6
20417	thatthe	5	7
20424	eigbt	5	5
11243	saxild	5	6
5729	thirtyeight	5	11
5724	imschweiler	5	11
20674	ble	5	3
16407	mits	5	4
20691	almira	5	6
11331	dilley	5	6
5603	thein	5	5
11470	cardsx	5	6
20835	thinga	5	6
16526	satis	5	5
16525	cremorne	5	8
11517	wiswell	5	7
20893	anol	5	4
5065	garretson	5	9
16478	clarkson	5	8
20962	ide	5	3
7013	barden	5	6

Report

• dashes causing false errors
• borders composed of 'ooooo'
• OCR struggling to recognize latin characters -> pharmacopceia should be pharmacopœia

Words to Add

• mackey
• vitamines
• cassimeres
• prayerless
• keswick
• fletcherize
• gastro
• demineralized
• unconfessed
• dietitics
• degerminated
• fletcherized
• minnetonka

LH (Life and Health)

General Information

• Date range: 1904-1920
• Publication cycle: monthly
• Layout notes: 2-column
• Publisher: Review and Herald Publishing Association
• Topics: health, home

Notes:

• Switching to examining only those errors that occur 10 times or more.
• Digitized collection begins with volume 19.

query_df(results_to_df('LH'), 9, 2, "count")

File: 2016-12-31-Spelling-Errors-LH.txt
LH has 27244 rows

	spell_error	count	word_length
3136	cornforth	267	9
15571	tri	120	3
25076	tion	119	4
7320	nauheim	91	7
4410	antituberculosis	87	16
1492	pre	83	3
8341	'ad	71	3
18562	vitamine	64	8
17815	onehalf	63	7
24188	socalled	62	8
14628	quinin	61	6
8615	ment	61	4
9133	lllll	59	5
18254	ioo	54	3
17120	roseburg	53	8
21068	friedmann	52	9
19743	kee	52	3
25310	osler	51	5
5812	karmatar	50	8
22332	sanatoria	50	9
15295	drugless	45	8
16894	bulkley	45	7
7572	antityphoid	45	11
18465	chas	45	4
14610	nebulizers	44	10
697	imprenta	42	8
13688	peruna	41	6
7691	westfield	41	9
23321	'the	40	4
14286	unvaccinated	40	12
19067	cromie	40	6
24603	bannerman	40	9
7241	sitz	40	4
1263	madronas	40	8
26551	gulick	39	6
17163	verdad	39	6
24044	picric	39	6
26769	upto	38	4
12218	iiiii	37	5
7479	bellair	37	7
22530	nozaleda	37	8
14193	frictionary	37	11
4451	achard	37	6
15392	welltrained	37	11
22633	bournville	36	10
11781	kinau	36	5
1010	ili	35	3
20645	hindhede	35	8
13161	mal	34	3
15525	herter	33	6
21293	lorand	33	6
13784	ful	32	3
22429	purin	32	5
25355	peroxid	32	7
4251	mis	32	3
2016	goldberger	32	10
1903	pellagrins	32	10
12659	openair	31	7
5275	welch's	31	7
17721	keech	31	5
2990	ellamont	30	8
16821	mahon	30	5
4492	cornaro	29	7
9263	ptomain	29	7
16274	iiii	29	4
4614	musselman	29	9
12134	collum	29	6
5844	wellknown	29	9
16644	nal	28	3
2310	ini	28	3
6800	voit	27	4
1857	llllll	27	6
15724	ridpath	27	7
20777	electriclight	27	13
11617	ith	27	3
698	twentyfour	27	10
22831	'and	27	4
1055	ent	26	3
10559	thermo	26	6
23200	'of	26	3
22525	canners	26	7
21639	omprising	26	9
20865	nonmeat	25	7
16953	salvarsan	25	9
23846	twentythird	25	11
24054	twentyfive	25	10
18859	guilbert	25	8
13211	doran	25	5
20870	sha	24	3
14826	misbranded	24	10
12354	whalebones	24	10
16183	rane	24	4
967	pawlow	24	6
6683	rosenau	24	7
16518	deathrate	24	9
1327	moneyorder	24	10
6313	bulgaricus	23	10
15124	iet	23	3
19321	woodhead	23	8
4271	oxydonor	23	8
4145	healt	23	5
19292	ealth	23	5
298	hirshberg	22	9
20792	overlock	22	8
3678	oxygenator	22	10
19436	iiiiii	22	6
2336	sambon	22	6
19462	mosquitos	22	9
22795	ofdoors	22	7
4493	xray	21	4
15790	iodin	21	5
2664	islisterine	21	11
14886	resorcin	21	8
1635	rorer	21	5
14808	doty	21	4
16754	sanche	20	6
19578	ttf	20	3
17002	pinkham	20	7
20114	iiiiiii	20	7
12157	cadbury	20	7
15732	bez	20	3
21904	papanui	20	7
23156	tions	20	5
25547	lllllll	20	7
22404	fomites	20	7
23122	sutter	20	6
22897	botsford	19	8
10903	buttner	19	7
26173	whatcom	19	7
2945	alveolaris	19	10
20089	kalamath	19	8
10663	naud	19	4
17440	marden	19	6
8262	beltfront	19	9
4287	itt	19	3
3009	akersgaden	18	10
26262	viavi	18	5
15534	'em	18	3
16233	ome	18	3
1729	healthwise	18	10
13097	cheapside	18	9
7852	nailsworth	18	10
17947	buildingshowing	18	15
2861	seventyfive	18	11
20307	healthbuilding	18	14
18490	farlin	18	6
9076	longmarket	18	10
18903	outof	17	5
5892	stf	17	3
2419	flather	17	7
23256	oth	17	3
24231	ical	17	4
4650	ers	17	3
2762	'to	17	3
1876	misbranding	17	11
21625	clure	17	5
10130	ments	17	5
27060	bloodvessels	17	12
17143	wellequipped	17	12
7013	zein	17	4
6308	goler	16	5
13695	alls	16	4
201	seventhday	16	10
13773	vender	16	6
24070	treatmentrooms	16	14
22377	soo	16	3
17086	paulding	16	8
62	horsley	16	7
8940	ploying	16	7
14877	'dobe	16	5
9123	phcenix	16	7
16739	oks	16	3
2723	pectose	16	7
16067	phere	16	5
4591	tached	16	6
17000	expressorder	15	12
699	intoxications	15	13
26976	haeseler	15	8
14035	cogshall	15	8
18170	tive	15	4
26140	antipyrin	15	9
17533	ensive	15	6
13748	lif	15	3
22138	nonflesh	15	8
12634	autotoxemia	15	11
19404	ture	15	4
4899	spe	15	3
5961	radiodescent	15	12
9222	brunton	15	7
9981	beauti	14	6
18129	nana	14	4
18588	sangster	14	8
25234	undernutrition	14	14
11236	ttttt	14	5
14854	unmold	14	6
2331	saleeby	14	7
20871	countp	14	6
1463	kellerman	14	9
10811	onefourth	14	9
10100	ence	14	4
6380	biggs	14	5
16408	purins	14	6
5855	ioi	14	3
22507	anitarium	14	9
13928	habitues	14	8
8775	keeley	14	6
23080	flexner	14	7
8663	ile	14	3
7340	atmos	14	5
3443	ethers	14	6
4687	hutchison	14	9
12646	bok	14	3
13910	mmm	14	3
6759	ayear	13	5
17567	tilly	13	5
21910	ealt	13	4
18410	kraepelin	13	9
8408	rubner	13	6
21738	sible	13	5
7640	bolduan	13	7
7045	dren	13	4
456	addis	13	5
9579	lachlan	13	7
6957	condi	13	5
13533	'in	13	3
6035	meriden	13	7
26066	habitforming	13	12
11734	elderton	13	8
24213	tiz	13	3
5253	bogy	13	4
4879	tejon	13	5
1863	letchworth	13	10
11872	nampa	13	5
11544	pial	13	4
25095	hypophosphites	13	14
4646	ous	13	3
13557	health'	13	7
4599	ance	13	4
25921	thr	13	3
10654	homecroft	13	9
23576	iti	13	3
23661	ity	12	3
17778	lllllllll	12	9
26759	antiliquor	12	10
19509	eastland	12	8
18939	lavinder	12	8
22998	citywrite	12	9
26586	gms	12	3
18587	dermatic	12	8
25568	howse	12	5
3	ery	12	3
27160	ast	12	3
6233	konigmacher	12	11
11944	puro	12	4
2892	uch	12	3
7029	nobito	12	6
5598	liquozone	12	9
2976	ood	12	3
7642	hendon	12	6
2683	oldfashioned	12	12
4951	tiie	12	4
2323	threefourths	12	12
4525	titvalli	12	8
4523	wellbeing	12	9
4489	tant	12	4
1093	soapa	12	5
3943	lachlen	12	7
1983	arrowrock	12	9
2633	itinsist	12	8
21583	ods	11	3
7984	thirtyfive	11	10
8429	lundell	11	7
8945	selfcontrol	11	11
10021	antivaccination	11	15
22172	veronal	11	7
25136	crotalin	11	8
7541	healtii	11	7
7260	adrenin	11	7
25821	querque	11	7
17431	unhealth	11	8
5697	hea	11	3
24926	tem	11	3
5367	cial	11	4
5045	impor	11	5
5033	treves	11	6
4255	albu	11	4
23944	restcure	11	8
10142	tti	11	3
25740	keever	11	6
10489	cashman	11	7
1002	carrington	11	10
16799	ani	11	3
16674	phthisiophobia	11	14
16572	intyre	11	6
782	hurty	11	5
16365	uring	11	5
15638	chenopodium	11	11
15540	noorden	11	7
15270	theo	11	4
26687	thi	11	3
18844	ornia	11	5
15227	susceptibles	11	12
15145	foci	11	4
14596	ttt	11	3
26609	oxygenor	11	8
3541	replogle	11	8
14360	nally	11	5
14128	woodfords	11	9
12238	ailes	11	5
12351	fairmount	11	9
26259	uninspected	11	11
12494	starchless	11	10
1369	torchlights	11	11
1703	schmitz	11	7
12371	sani	11	4
26607	brockman	10	8
2983	gestion	10	7
3449	fishberg	10	8
289	lindstrom	10	9
24372	newyork	10	7
3100	whoopingcough	10	13
3117	broncho	10	7
25588	parkes	10	6
893	iodid	10	5
755	lan	10	3
2101	aimlesslyhoping	10	15
25137	easton	10	6
2454	livewire	10	8
1308	portant	10	7
1801	anticigarette	10	13
2707	revaccination	10	13
17738	tttttt	10	6
3556	'at	10	3
14397	energyand	10	9
11541	rhus	10	4
12376	theobromin	10	10
12473	nuxated	10	7
13183	accom	10	5
13218	orare	10	5
19217	oxid	10	4
19003	hydroelectrical	10	15
24021	vaselin	10	7
18977	chapple	10	7
18649	bakingpowder	10	12
15725	bodyno	10	6
18438	mindtogether	10	12
16595	alongidly	10	9
16817	catchup	10	7
10859	seedsmen	10	8
10378	xbe	10	3
9143	igo	10	3
21269	foss	10	4
8734	seein	10	5
7954	yournal	10	7
7862	diaduction	10	10
21946	nowright	10	8
7793	ber	10	3
22460	givensend	10	9
6677	germine	10	7
5861	douch	10	5
22639	peoplegot	10	9
5628	ost	10	3
5432	bluerout	10	8
23547	meltzer	10	7
3890	gress	10	5
13500	healthnot	10	9

Report

Words to Add

• cornforth
• antituberculosis
• vitamine
• quinin
• sanatoria
• drugless
• antityphoid
• nebulizers
• unvaccinated
• frictionary
• peroxid
• pellagrins
• welch's
• canners
• misbranded
• bulgaricus
• oxygenator
• iodin
• misbranding
• vender
• pectose
• intoxications
• antipyrin
• autotoxemia
• hypophosphites
• antiliquor
• lavinder
• liquozone
• antivaccination
• veronal
• phthisiophobia
• chenopodium
• susceptibles
• oxygenor
• uninspected
• starchless
• revaccination
• diaduction
• douch

LibM (Liberty)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('LibM'), 9, 2, "count")

File: 2016-12-31-Spelling-Errors-LibM.txt
LibM has 9203 rows

	spell_error	count	word_length
412	gallivan	61	8
3949	religio	48	7
1554	miraglia	45	8
6330	tion	43	4
8822	cxsar	40	5
7506	neander	38	7
5181	charta	37	6
2382	ment	32	4
6487	chas	30	4
257	seventhday	29	10
1233	mutchler	28	8
1977	pre	25	3
581	heyburn	23	7
2949	connell	21	7
3971	'the	20	4
7138	haverhill	19	9
766	brevities	19	9
3577	eze	18	3
138	siegel	17	6
7015	interchurch	17	11
3021	cockran	16	7
5169	socalled	15	8
4197	'of	15	3
3185	parte	15	5
169	robb	14	4
5880	connorton	14	9
9122	gaw	14	3
2819	sunclay	14	7
7545	krieger	13	7
6172	bastile	13	7
362	mmm	13	3
7458	fairmount	13	9
4754	roseburg	13	8
3340	churchand	13	9
5397	claxton	13	7
5787	bonzano	13	7
8323	hamurabi	12	8
6331	andstate	12	8
6203	ioo	12	3
8617	bannerman	12	9
8720	ligious	12	7
5308	medo	12	4
3145	smoot	12	5
5424	rooker	11	6
1670	vagh	11	4
2853	gaynor	11	6
8016	sundaylaw	11	9
695	ernment	11	7
3723	tions	11	5
7523	clinedinst	10	10
8726	ashby	10	5
8134	cathedra	10	8
7659	twentyfive	10	10
6424	brien	10	5
421	elsnath	10	7
7444	borah	10	5
845	gantenbein	10	10
6784	kerens	10	6
1221	ber	10	3
2227	prin	10	4
5802	hanly	10	5
3063	mayhew	10	6
3149	lllll	10	5
4983	libertyloving	10	13

Report

Publication appears to use a lot of proper names. Will have a higher reported error rate because of that.

Words to Add

• gallivan
• miraglia
• brevities

LUH (Lake Union Herald)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('LUH'), 9, 2, "count")

File: 2016-12-31-Spelling-Errors-LUH.txt
LUH has 26795 rows

	spell_error	count	word_length
7270	vagh	663	4
19685	ords	471	4
11408	drury	455	5
18121	chas	443	4
10254	suda	353	4
19610	shelbyville	284	11
26642	herrin	275	6
6736	conaughey	271	9
22351	kimberlin	266	9
10191	plake	241	5
18855	wanteda	235	7
22677	kingman	228	7
12336	tri	222	3
10285	mitzelfelt	217	10
5701	rothbury	199	8
23016	coldwater	195	9
14019	devereaux	195	9
4784	urbandale	194	9
20007	tillie	193	6
21806	englewood	182	9
9643	dimondale	176	9
1097	seventhday	175	10
17131	ruh	170	3
25912	pengelly	166	8
16589	mahan	166	5
1093	greenbush	162	9
12595	mattoon	161	7
6175	kittleson	152	9
15862	clellan	151	7
18366	kinderhook	151	10
15963	tatton	150	6
12688	gowen	149	5
6649	palmiter	148	8
23118	clintonville	145	12
5509	herrington	145	10
17297	rapson	144	6
8822	bluford	143	7
25533	clenathan	141	9
22359	unionville	141	10
22579	colton	139	6
5893	horr	138	4
22867	'the	137	4
23068	alaiedon	137	8
5209	elmwood	137	7
3834	emerick	137	7
4752	scand	133	5
17153	palo	131	4
23333	underhill	131	9
9284	trufant	131	7
14917	bloomville	127	10
18774	inwood	126	6
8513	sabbathschool	126	13
4989	watrousville	122	12
10260	sunman	122	6
25352	crandon	119	7
21893	soo	117	3
17430	scholz	113	6
4447	addis	110	5
2592	hintz	108	5
6805	bello	108	5
26501	halderson	108	9
7108	cleora	104	6
13058	bernitt	104	7
20301	lundquist	103	9
4083	mis	103	3
22354	eachern	102	7
10595	rideout	102	7
12931	thos	101	4
766	brethern	99	8
8640	coppock	97	7
11870	mina	96	4
18581	garber	92	6
11365	possman	90	7
17193	bissett	89	7
20526	ludington	89	9
20506	guire	88	5
19949	pontoosuc	87	9
20140	fortville	87	9
15519	zeba	84	4
375	churchschool	83	12
13171	leetsville	83	10
5753	evitts	80	6
22734	'of	80	3
17184	truf	80	4
7891	erald	78	5
20413	rocklane	77	8
3719	junct	77	5
14302	barryton	75	8
15158	remsen	74	6
26513	wegtworth	73	9
22022	elkton	73	6
26405	lausten	72	7
20403	maplegrove	70	10
9717	twombly	70	7
5534	hardt	69	5
24034	orde	69	4
9367	banty	68	5
23662	twentyfive	67	10
900	crail	66	5
127	dighton	66	7
26017	mil'kee	65	7
17815	wollard	65	7
20314	ferney	65	6
1259	boothby	65	7
9282	gierald	64	7
7504	ber	64	3
22361	'and	64	4
8112	anson	63	5
23682	freeland	63	8
24056	oconto	62	6
20746	jno	62	3
24395	gobleville	61	10
23754	wery	61	4
4512	risetter	60	8
10348	andrus	60	6
9843	ence	60	4
152	nee	60	3
13271	riverdale	58	9
19406	kegebein	58	8
13805	hainer	58	6
11037	hamp	58	4
17697	royalton	58	8
4825	beamer	58	6
11530	wangerin	57	8
1919	gipson	57	6
4064	jgraf	57	5
23967	knott	57	5
15456	pinconning	56	10
10190	freeburg	56	8
19872	reaj	55	4
24673	tion	55	4
25178	figgins	55	7
11486	anse	55	4
20492	wegt	55	4
14539	chesney	55	7
23677	mio	54	3
2665	'to	54	3
25612	nurnberger	54	10
15062	langd	53	5
10448	imlay	53	5
14968	lundberg	53	8
7377	alister	52	7
15795	hirsch	52	6
9310	brinton	51	7
425	emelia	51	6
18524	cleve	50	5
17581	inis	50	4
3509	cakeinion	50	9
20435	burkett	49	7
18693	maeystown	49	9
21168	ind'apolis	48	10
24481	morrice	48	7
6950	wolpert	47	7
201	schuster	47	8
22758	aerald	47	6
5819	botimer	47	7
19704	rerald	47	6
2861	myrta	46	5
7139	addres	46	6
17932	sabbathkeepers	46	14
16557	frasier	46	7
19975	hre	46	3
5895	hein	46	4
2953	janke	46	5
8491	bair	46	4
18451	walkerton	46	9
26390	hummel	45	6
26102	granlund	44	8
1873	pherson	43	7
5014	ass'n	43	5
7876	foss	43	4
19849	middlested	43	10
8562	ruf	43	3
14882	wes	42	3
24991	eagt	41	4
12848	joslin	41	6
8403	boze	41	4
13331	lucene	40	6
21187	livesay	40	7
6538	orva	40	4
4249	adventigts	40	10
17903	micb	39	4
22456	gosden	39	6
16245	langston	39	8
11223	simonds	38	7
4145	weitworth	38	9
26457	kee	38	3
21432	rothenbach	38	10
9990	hartson	38	7
7475	estey	38	5
23484	middlestead	37	11
12133	misner	37	6
21064	rafferty	37	8
761	georgenson	36	10
14919	shennington	36	11
25975	aweek	36	5
12948	mal	36	3
5323	brickey	36	7
23735	oncea	36	5
19906	korn	36	4
18750	inionerald	36	10
11860	lilah	36	5
13665	swensen	36	7
10041	fessler	35	7
9889	connell	35	7
10140	rea	35	3
20504	mulholland	35	10
14577	keeler	35	6
13022	scircleville	35	12
23626	houten	35	6
11513	sionary	35	7
21423	vuren	35	5
1065	wnion	35	5
8529	boody	35	5
11242	brookston	35	9
14324	minocqua	34	8
2482	feyen	34	5
18171	rika	34	4
5941	zaring	34	6
8318	ment	34	4
14997	theo	34	4
11580	zahe	33	4
7863	taylorville	33	11
7506	signe	33	5
15185	gladwin	33	7
6996	tomah	33	5
14058	mattison	33	8
26555	osseo	33	5
19089	quartette	33	9
898	committe	32	8
3373	rahm	32	4
13314	'in	32	3
18349	kimball	31	7
4549	twoper	31	6
12602	magda	31	5
26207	catlin	31	6
1849	cakeinionerald	31	14
3649	hosford	31	7
6611	'that	31	5
25666	salea	30	5
19934	cannonville	30	11
25591	mutzelfelt	30	10
17820	tuscola	30	7
25466	ind'apolisws	30	12
10147	boul	30	4
18644	stuckrath	30	9
6879	crary	30	5
22321	wantedto	30	8
13184	warfield	30	8
20742	maevstown	29	9
18384	villez	29	6
21285	'for	29	4
1876	garton	29	6
2271	fevre	29	5
2809	crillis	29	7
26158	lewins	29	6
5194	laketon	28	7
1497	diredtory	28	9
21520	pricelist	28	9
12198	wautoma	28	7
18294	taswell	28	7
4177	stivers	28	7
10256	stittsville	27	11
12806	knderson	27	8
18816	whitford	27	8
18225	macauley	27	8
20890	easi	27	4
26268	thi	27	3
14643	luchenbill	27	10
19025	dansville	27	9
6518	struble	27	7
15349	grandy	26	6
16719	crandell	26	8
14146	lovegren	26	8
25324	keever	26	6
24645	manistique	26	10
22823	ainslie	26	7
17266	tuttle	26	6
751	churchschools	26	13
10401	glidden	26	7
19885	clinansmith	26	11
14744	curran	26	6
6593	ference	26	7
21686	chalker	25	7
14692	therlow	25	7
14548	seey	25	4
7447	middelsted	25	10
25669	agenta	25	6
2161	sabbathschools	25	14
19014	colp	25	4
13329	mynett	25	6
21652	lgt	25	3
5231	ansorge	25	7
1550	martyn	25	6
3455	mayme	25	5
1942	boist	24	5
67	nanking	24	7
13344	shelbe	24	6
22009	henner	24	6
26607	almeda	24	6
1358	bruns	24	5
3166	schenong	24	8
18434	clauson	24	7
13788	buhaltz	24	7
4672	murner	24	6
6042	oehl	24	4
23122	ritchey	24	7
9157	weatherbee	24	10
4438	ers	24	3
22489	reafi	24	5
14344	perham	23	6
7043	greve	23	5
4753	perrine	23	7
4728	cormick	23	7
3286	kader	23	5
10938	glessner	23	8
17141	royston	23	7
17896	ole	23	3
4567	'are	23	4
1437	pre	23	3
20390	plainwell	23	9
679	omro	22	4
22872	fillner	22	7
20616	mahr	22	4
8072	engebretson	22	11
12742	burchill	22	8
6687	eakeinion	22	9
18969	maltsugar	22	9
15002	vora	22	4
10596	ollowing	22	8
2167	geerald	22	7
17950	ofthe	22	5
16580	stapp	22	5
18591	waukesha	22	8
15390	gessele	22	7
20758	allister	21	8
8306	nurmburger	21	10
19746	elmurry	21	7
2692	millis	21	6
5677	bentsen	21	7
4831	simot	21	5
1036	nels	21	4
8636	mayna	21	5
24477	inthe	21	5
26637	sup't	21	5
9765	stuttle	21	7
4050	diredory	21	8
6823	geisinger	21	9
1169	stoneman	21	8
3488	cunnington	21	10
21724	gabin	21	5
26595	evrard	21	6
9286	unio	21	4
12062	rlichigan	21	9
4697	ceake	21	5
9083	bracebridge	21	11
11840	fora	20	4
12799	speranza	20	8
12662	mandigo	20	7
6074	talge	20	5
6095	oden	20	4
12104	'will	20	5
23866	specht	20	6
908	lawton	20	6
16675	'we	20	3
4357	tne	20	3
26471	'is	20	3
14034	steinkraus	20	10
7485	grosse	20	6
25996	hulda	20	5
24855	budd	20	4
602	keeney	20	6
12583	ogema	20	5
4766	southside	20	9
22051	munn	20	4
481	ruskjer	20	7
10154	nunica	20	6
13910	caheinion	20	9
6808	halenz	20	6
13435	crampton	19	8
20845	diller	19	6
6676	edw	19	3
7866	matie	19	5
13025	indpls	19	6
20064	quimby	19	6
23923	hardesty	19	8
2982	thibeau	19	7
17715	wesrtworth	19	10
20344	'be	19	3
8625	foygnet	19	7
24263	tipton	19	6
2797	behnken	19	7
21773	madigan	19	7
10405	lyberg	19	6
5452	easrt	19	5
11467	thuemler	19	8
22502	bacheller	19	9
8069	schaupp	19	7
9668	levens	19	6
14957	kendallville	19	12
16309	intyre	19	6
16341	salegranoil	19	11
18109	servian	18	7
4175	kirschner	18	9
84	aville	18	6
14864	dalby	18	5
182	linnie	18	6
3437	'at	18	3
24686	youngberg	18	9
9108	churchmembers	18	13
15870	roeper	18	6
13312	'union	18	6
2978	oeakeinion	18	10
15900	stworth	18	7
20994	ple	18	3
21551	popescu	18	7
21444	lutz	18	4
17813	maloney	18	7
1381	schank	18	6
22805	dittmer	18	7
1470	griffeth	18	8
5551	'our	18	4
22537	radke	18	5
16147	'have	18	5
13098	derwae	18	6
20755	loys	18	4
12424	lnd	18	3
7469	nurmberger	18	10
15342	greendale	17	9
17461	onehalf	17	7
14645	rwi	17	3
15223	uniou	17	5
18802	wrate	17	5
18012	mishawaka	17	9
18868	tarium	17	6
9165	mabelle	17	7
18342	cemer	17	5
7330	lanaville	17	9
21853	siems	17	5
9951	fon	17	3
9863	tenpound	17	8
9543	similiar	17	8
22367	haight	17	6
1366	direetory	17	9
8421	aplin	17	5
23061	stibbs	17	6
21486	elmore	17	6
6771	roxette	17	7
6742	brookline	17	9
6628	keplinger	17	9
6251	ilinois	17	7
5726	alkire	17	6
2768	seventyfive	17	11
3560	plateria	17	8
10788	hoagland	17	8
1452	tidrick	17	7
20598	worrel	17	6
20722	fitton	17	6
13302	liii	17	4
12628	euphemia	16	8
26030	thetford	16	8
7785	merchantile	16	11
22884	britton	16	7
1644	croker	16	6
14394	morrisonville	16	13
22911	stowell	16	7
17677	florene	16	7
824	zwemer	16	6
17670	aplegrove	16	9
23169	trautman	16	8
1810	adventidts	16	10
16261	thurgood	16	8
15473	romana	16	6
6151	koenig	16	6
14240	nabb	16	4
20426	pentwater	16	9
16479	adventisrts	16	11
4675	'this	16	5
4629	medlin	16	6
16637	cederblade	16	10
24691	pressnall	16	9
25516	wedtworth	16	9
3410	restorick	16	9
16813	tohouse	16	7
1567	magee	16	5
18697	sabbathkeeper	16	13
8382	messinger	16	9
437	readstown	16	9
21601	engen	16	5
8503	eglin	16	5
22476	monona	16	6
12132	ehrhardt	16	8
11669	trempealeau	16	11
7833	winamac	15	7
9986	rockland	15	8
2677	orrice	15	6
575	sooncoming	15	10
3170	lumley	15	6
24726	pellston	15	8
26403	wolt	15	4
10704	carahoof	15	8
23869	birt	15	4
16765	pittsfield	15	10
3526	rentfro	15	7
21558	wiseman	15	7
9779	otisville	15	9
22337	hearld	15	6
9542	cagtle	15	6
7921	balkins	15	7
18517	dowell	15	6
16193	wesi	15	4
9578	vixie	15	5
22647	huth	15	4
22490	outprices	15	9
23487	adley	15	5
6863	hga	15	3
26202	peo	15	3
148	swaynie	15	7
531	hutchings	15	9
26564	orra	14	4
686	granoil	14	7
3402	witzel	14	6
17791	keat	14	4
2287	tamminga	14	8
26529	capman	14	6
26662	kewadin	14	7
3009	usp	14	3
2874	ood	14	3
17332	galien	14	6
1079	tothe	14	5
1186	thronville	14	10
17041	'has	14	4
763	strego	14	6
20482	overcomer	14	9
15735	henniger	14	8
14439	stanly	14	6
11027	willaman	14	8
10613	henke	14	5
14979	selfsupporting	14	14
9132	ona	14	3
15497	ortner	14	6
19747	crabtree	14	8
25166	'as	14	3
15869	schmeling	14	9
6354	ragland	14	7
6310	snowden	14	7
21417	dingman	14	7
6258	endino	14	6
14161	fortyfive	14	9
13515	augugt	14	6
4933	ramsdell	14	8
3819	wniongierald	14	12
16778	miscel	14	6
24780	trainingschool	14	14
3968	kenney	14	6
5536	kibben	14	6
21521	psa	14	3
4948	cahe	14	4
16548	steuckrath	14	10
24314	woelfle	14	7
20907	'with	14	5
18353	bblosser	13	8
21097	laymembers	13	10
21208	grugel	13	6
21069	begining	13	8
20395	newcomb	13	7
18674	christenson	13	11
22241	gump	13	4
22372	pontious	13	8
22824	tiney	13	5
19591	garde	13	5
25737	hissong	13	7
23875	lorbeer	13	7
25619	weist	13	5
24697	clenethan	13	9
19293	durrie	13	6
6	upson	13	5
26735	ohlson	13	6
16565	salei	13	5
15990	wetworth	13	8
4609	talbert	13	7
4807	blumenschein	13	12
9265	recieved	13	8
14181	northcott	13	9
5966	envall	13	6
12991	lelless	13	7
12885	newago	13	6
12210	draeger	13	7
6841	adventi	13	7
11916	carle	13	5
11668	myrl	13	4
11495	attendence	13	10
11397	gratiot	13	7
11252	adgate	13	6
10989	koehler	13	7
8007	haggenjos	13	9
9906	masear	13	6
9881	ments	13	5
3200	abbie	13	5
18283	arussell	13	8
16984	fyrnn	13	5
466	siemann	13	7
17961	bloum	13	5
1011	'do	13	3
737	'but	13	4
1384	twentyone	12	9
6052	zora	12	4
21089	adventitits	12	11
17356	reiner	12	6
23505	casctle	12	7
23657	wiik	12	4
17097	mida	12	4
26243	caheinionerald	12	14
631	twentyfour	12	10
5580	karmatar	12	8
13740	hoag	12	4
13945	bentson	12	7
24110	rov	12	3
24368	rabey	12	5
26500	vaes	12	4
14319	encouragment	12	12
23478	williamston	12	11
21214	'br	12	3
614	freemont	12	8
14526	temperence	12	10
22348	gooden	12	6
21978	reab	12	4
10089	brasca	12	6
8044	myrtie	12	6
8021	arvid	12	5
10528	herale	12	6
10581	onefourth	12	9
7880	tasker	12	6
10735	wyman	12	5
7879	oeake	12	5
17732	cakeiniongierald	12	16
237	'herald	12	7
7194	ryberg	12	6
7177	alza	12	4
11582	'work	12	5
14423	collison	12	8
20731	friesen	12	7
4792	dum	12	3
24887	carbondale	12	10
24994	calin	12	5
15472	clora	12	5
3744	macey	12	5
3516	'from	12	5
25526	kokofat	12	7
15969	diamondale	12	10
2781	easct	12	5
19469	hainey	12	6
2646	northshore	12	10
25958	edu	12	3
2151	lohman	12	6
16280	knecht	12	6
1846	humbolt	12	7
1824	hartwig	12	7
1498	murtry	12	6
24937	cemetary	12	8
3344	orchardville	12	12
14195	selby	12	5
24733	nion	12	4
24487	amery	12	5
4769	anb	12	3
943	ent	12	3
14724	educa	12	5
22431	andreason	11	9
9169	ewert	11	5
2716	zake	11	4
5111	wantedi	11	7
2547	hillis	11	6
22806	herall	11	6
24643	zada	11	4
4971	manistee	11	8
26147	alfaretta	11	9
24572	paulina	11	7
22676	'they	11	5
9140	wasenmiller	11	11
22383	foochow	11	7
22588	eze	11	3
5371	floy	11	4
8177	hipkins	11	7
26687	nuding	11	6
8359	moulpied	11	8
22534	evart	11	5
8593	balke	11	5
99	colvin	11	6
23699	autom	11	5
24808	krohn	11	5
23151	elgie	11	5
24878	ass't	11	5
6106	houseto	11	7
6131	zacharius	11	9
6236	vargason	11	8
24796	thornville	11	10
6323	duca	11	4
23619	cedarvall	11	9
784	hile	11	4
3761	brigtol	11	7
5781	ypmv	11	4
5598	arric	11	5
26394	forthe	11	6
4389	ance	11	4
527	westfall	11	8
821	bossert	11	7
3324	anes	11	4
3322	moczar	11	6
6869	tht	11	3
303	gussie	11	6
5373	paulsen	11	7
4478	hutchison	11	9
7410	newaygo	11	7
7705	thirtyfive	11	10
18323	catologue	11	9
16709	elzea	11	5
21491	segar	11	5
15507	patzkowski	11	10
16715	harb'r	11	6
13650	merickle	11	8
19819	neuman	11	6
20119	troutman	11	8
18892	dugger	11	6
21186	hildur	11	6
16408	twentythree	11	11
14973	macomber	11	8
14696	boismier	11	8
12082	weftworth	11	9
19561	dresher	11	7
21051	salle	11	5
12550	scholtz	11	7
20976	messer	11	6
14096	haye	11	4
20892	oma	11	3
13072	ors	11	3
16198	wesrt	11	5
20493	spradling	11	9
13277	toolev	11	6
16769	panamah	11	7
13425	foo	11	3
11125	lavina	11	6
15005	schmidli	11	8
22231	kibbin	11	6
9747	acadamy	11	7
15057	suc	11	3
18022	colgrove	11	8
10910	luzerne	11	7
17527	colaborers	11	10
9945	hamstra	11	7
18244	nerald	11	6
17574	shippy	11	6
17459	oconomowoc	11	10
19878	ville	11	5
9511	wyla	11	4
17004	stagg	11	5
18718	thallie	11	7
10447	hof	11	3
21689	shafer	11	6
16983	christena	11	9
15258	zinzer	10	6
2848	tentmeetings	10	12
19922	klomp	10	5
19559	southren	10	8
15718	accomodate	10	10
2971	bagnall	10	7
15417	weekdoes	10	8
15742	fortysixth	10	10
15708	brodhead	10	8
25445	lefevre	10	7
15619	vandalia	10	8
3387	kluge	10	5
9288	tillinghast	10	11
19108	stotz	10	5
19437	thure	10	5
2656	watchcare	10	9
26655	advancedtwo	10	11
17593	healzer	10	7
451	sel	10	3
18460	trinkner	10	8
17491	teasurer	10	8
17017	washtenaw	10	9
953	'not	10	4
1019	drouth	10	6
16431	debello	10	7
18916	hermansen	10	9
16386	'no	10	3
16218	meilicke	10	8
1893	arvilla	10	7
26097	kinne	10	5
1965	orpha	10	5
3864	metzker	10	7
26003	hildreth	10	8
2228	selukwe	10	7
2356	writesi	10	7
19259	croix	10	5
16156	truesdale	10	9
15147	ingeborg	10	8
20266	martindale	10	10
15118	sawvell	10	7
10195	twentytwo	10	9
11925	odon	10	4
6778	todate	10	6
11470	cowee	10	5
11388	twentysix	10	9
23030	vanfossen	10	9
11353	halsvick	10	8
22963	lumberg	10	7
22956	cl'rwater	10	9
7233	wiegt	10	5
7398	westfield	10	9
10620	brack	10	5
10108	verita	10	6
23324	stelhorn	10	8
8077	dousman	10	7
21973	cramer	10	6
8161	krauss	10	6
22023	zaheinion	10	9
22558	sawvel	10	6
22202	aevs	10	4
8409	naylor	10	6
8423	l'anse	10	6
8843	wetherbee	10	9
9673	appelton	10	8
9591	creery	10	6
6677	termsf	10	6
6616	carty	10	5
15108	eldership	10	9
20461	c'tr	10	4
3897	eral	10	4
24775	kershaw	10	7
20107	accts	10	5
4506	'on	10	3
4581	'conference	10	11
4702	schneppe	10	8
9451	bigford	10	7
14908	benner	10	6
20311	diningroom	10	10
24420	conferance	10	10
14355	tional	10	6
4966	braman	10	6
23429	twentythird	10	11
13969	vaiue	10	5
13812	trom	10	4
13173	horlacher	10	9
5892	shasky	10	6
13152	schlosser	10	9
13146	keesling	10	8
12684	newberry	10	8
21043	stebbens	10	8
12301	minier	10	6
6327	verney	10	6
6502	tobin	10	5
9245	occured	10	7

Report

Mc* names have been split. There are a lot of names in this publication.

Words to Add

• mcvagh
• zacharius
• eldership

NMN (North Michigan News)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('NMN'), 9, 2, "count")

File: 2017-01-01-Spelling-Errors-NMN.txt
NMN has 9663 rows

	spell_error	count	word_length
2957	aro	89	3
9302	leetsville	28	10
5842	willaman	26	8
176	dighton	22	7
3643	evart	21	5
2724	soo	20	3
6990	clellan	19	7
4662	altho	18	5
4149	myrta	18	5
8423	beeler	15	6
7265	manistee	15	8
5608	havo	14	4
5262	tae	12	3
1493	armilda	12	7
523	sho	12	3
7469	tne	12	3
1123	thoy	12	4
726	ludington	11	9
6487	aee	11	3
735	lich	11	4
1710	vincinity	11	9
8967	thos	11	4

Report

Recurring problem of translating "e"s as "o"s.

Words to Add

PHJ (Pacific Health Journal and Temperance Advocate)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('PHJ'), 9, 2, "count")

File: 2017-01-01-Spelling-Errors-PHJ.txt
PHJ has 20679 rows

	spell_error	count	word_length
697	sel	255	3
19978	ournal	129	6
278	societyl	80	8
16362	munn	73	4
4346	allerton	58	8
15963	misses'	56	7
17450	tion	54	4
3863	urnal	51	5
17316	teviperance	50	11
16736	cloe	47	4
2849	'em	47	3
11718	fahr	46	4
2198	pre	45	3
10923	sitz	45	4
14750	'the	39	4
20103	functual	38	8
18851	societya	37	8
6270	onehalf	36	7
8280	societyj	35	8
13211	cigaret	34	7
1905	jourxal	34	7
12956	ment	34	4
7143	vilas	34	5
12156	weiherweg	33	9
7734	monthlydevoted	32	14
15761	societys	30	8
2492	firstclass	30	10
8312	actina	29	6
10331	dyo	29	3
16018	thermo	29	6
10109	preventivesimple	28	16
19427	rowell	27	6
6886	ance	27	4
18781	jenness	26	7
7267	chas	26	4
238	ful	26	3
188	robb	26	4
19151	societym	25	8
19965	thos	25	4
9535	powes	24	5
18703	societyc	24	8
6167	recipespost	24	11
13022	fehr	24	4
1149	dio	24	3
6870	ralston	23	7
7948	japana	23	6
5665	cigarets	23	8
2510	stinson	22	7
246	nelia	22	5
11872	rodolph	22	7
9473	abbie	22	5
6945	ioo	21	3
4511	akersgaden	21	10
13242	soo	21	3
20550	washingall	21	10
8431	bahler	21	6
16664	wyman	21	5
8468	fasteningwith	20	13
10824	rocka	20	5
5982	adjustably	20	10
14456	tions	20	5
10230	sah	20	3
10508	limbstroubles	20	13
17540	easton	19	6
2062	drumm	19	5
271	vith	18	4
15970	vill	18	4
856	lld	18	3
10286	hechtman	18	8
14263	carolinan	18	9
5734	jou	18	3
4102	gauzes	18	6
2898	sansome	17	7
18032	ish	17	3
15755	bloodvessels	17	12
10670	nuttygrains	17	11
19258	ventillation	17	12
13956	aimes	17	5
1379	depa	17	4
12091	clure	17	5
840	hutchings	17	9
9839	callyour	17	8
1099	dore	17	4
13660	abouts	17	6
14775	theo	16	4
8757	agt	16	3
9656	rey	16	3
13936	nux	16	3
20650	demorest	16	8
18367	ole	16	3
6311	englandn	16	8
876	salsbury	16	8
19383	acific	16	6
2797	rnal	16	4
3087	diseasea	16	8
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12535	pennellsuydam	16	13
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16434	cambie	16	6
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861	cuyler	15	6
11794	semola	15	6
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13127	cruden	15	6
2754	tay	15	3
14537	'of	15	3
15849	twentyfive	15	10
18690	whalebones	15	10
7542	jes	15	3
3142	grosvenor	14	9
631	loth	14	4
766	squarenx	14	8
16764	seiler	14	6
17005	louisianaa	14	10
1513	ent	14	3
16167	ical	14	4
15528	eldredge	14	8
2880	seaver	14	6
19647	wellknown	13	9
19640	societyf	13	8
14578	syrbos	13	6
15289	aermotor	13	8
16091	socalled	13	8
13507	selfcontrol	13	11
15409	hilgard	13	7
10071	ciccolina	13	9
12441	pondence	13	8
11992	mena	13	4
782	pathy	13	5
1223	davenant	13	8
2397	ents	13	4
10630	dren	13	4
10470	'that	13	5
6677	goin	13	4
9210	resortsteamers	13	14
9723	bartons	13	7
4122	employes	13	8
5298	butyric	12	7
7289	ure	12	3
16081	goot	12	4
7177	ourney	12	6
5524	spadina	12	7
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3297	prophylatic	12	11
19077	sundhedsbladet	12	14
2134	rumseller	12	9
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255	leetle	12	6
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91	vir	12	3
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156	colvin	12	6
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17780	ivancovich	11	10
941	gough	11	5
10076	combinedtwo	11	11
4134	'to	11	3
17265	faire	11	5
8400	wid	11	3
16180	quicksburgh	11	11
7957	cific	11	5
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7180	fitz	11	4
8756	ili	11	3
6961	ers	11	3
14623	orting	11	6
7635	carbo	11	5
7381	columbiau	11	9
8017	pressur	11	7
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16746	germanyl	11	8
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1639	ealt	10	4
2086	child'n	10	7
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7650	kimball	10	7
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11436	lifethe	10	7
14932	huntoon	10	7
17127	inthe	10	5
2521	hkalth	10	6
17132	mbraces	10	7
12629	elmore	10	6
6958	ous	10	3
13948	mit	10	3
17697	tri	10	3
17617	ith	10	3
3928	corres	10	6
5751	whoo	10	4
9229	eublislen	10	9
14450	seeall	10	6
2709	ver	10	3

Report

"teviperance" is an error from the page title that has been partially corrected. The original OCR is "TE1VIPERANCE", and the original is "TEMPERANCE".

"sel" is an abbreviation for attributing poems and other miscellanea.

Words to Add

• misses'
• sitz
• butyric

PTAR (The Present Truth and Adventist Review)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('PTAR'), 4, 2, "count")

File: 2017-01-03-Spelling-Errors-PTAR.txt
PTAR has 5805 rows

	spell_error	count	word_length
71	ver	78	3
2050	'the	49	4
3524	ment	46	4
2269	holies	39	6
3671	tion	34	4
5131	'of	23	3
2944	storrs	23	6
5342	eze	17	3
2894	ments	17	5
5260	'to	13	3
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419	nant	11	4
5570	tions	11	5
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557	ture	10	4
2341	ble	10	3
105	ple	9	3
1623	hagion	9	6
5716	'was	9	4
4063	'that	9	5
2352	mal	9	3
2983	gon	9	3
563	ofthe	9	5
4141	dence	8	5
5126	vers	8	4
4718	'and	8	4
5404	topsham	7	7
378	rusalem	7	7
1580	'is	7	3
5472	waymark	7	7
1385	macknight	6	9
303	jno	6	3
270	lxxviii	6	7
2198	ernacle	6	7
3661	inthe	6	5
464	ved	6	3
5435	sus	6	3
1930	tience	6	6
3433	'his	6	4
652	ile	6	3
4830	ond	6	3
3002	quities	6	7
2398	lviii	6	5
815	ceive	6	5
4862	ery	5	3
5640	pickands	5	8
5186	eis	5	3
5528	chronologers	5	12
937	'their	5	6
3556	provi	5	5
4114	wil	5	3
4039	jeru	5	4
3980	ish	5	3
3790	fassett	5	7
3746	numberer	5	8
3680	tbe	5	3
446	xlv	5	3
3523	binius	5	6
3444	lieve	5	5
3440	withthe	5	7
3373	ance	5	4
476	lished	5	6
1877	swer	5	4
3287	cond	5	4

Report

For this title, using 5 as the cut-off because there are so few words.

Appears to have line-ending problems.

Words to Add

[none]

PUR (Pacific Union Recorder)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('PUR'), 9, 2, "count")

File: 2017-01-03-Spelling-Errors-PUR.txt
PUR has 54012 rows

	spell_error	count	word_length
33982	tion	627	4
180	elhany	490	6
46410	seventhday	448	10
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11275	ence	380	4
6552	ment	308	4
48811	chas	304	4
39826	sabbathschool	297	13
31687	pherson	287	7
45912	ference	281	7
3862	'the	273	4
27230	verah	260	5
39528	secretarym	236	10
40940	ers	231	3
13349	ber	222	3
9927	pepperwood	222	10
48419	ple	218	3
39220	sda	209	3
24261	twentyfifth	167	11
11802	sionary	163	7
28419	mis	161	3
48884	'of	155	3
6448	secretaryj	154	10
23279	pre	152	3
17531	tions	152	5
32643	agentf	150	6
22085	treasurerb	149	10
34739	committeee	147	10
52274	kinleyville	146	11
35218	'to	133	3
28351	humbert	128	7
52	ary	126	3
51715	presidente	126	10
22821	phcenix	125	7
15008	eral	124	4
7235	ent	122	3
5063	pac	121	3
22015	'and	120	4
37332	pasqual	119	7
35741	ful	116	3
45053	'union	115	6
33879	kibbin	115	6
11697	cific	108	5
30462	californianevada	105	16
43888	hebard	103	6
34920	ance	103	4
26007	edendale	101	8
24694	fornia	100	6
32992	rulison	97	7
49155	ern	94	3
22475	bers	92	4
38531	edu	89	3
22126	guire	89	5
41044	ments	86	5
46758	sabbathkeepers	85	14
30029	belvail	83	7
48966	twentyfive	80	10
1549	dren	80	4
40644	ble	79	3
35192	peo	78	3
28546	ture	74	4
51930	committeej	71	10
2443	paign	71	5
6527	ters	70	4
30607	mayers	70	6
48943	tressa	70	6
44518	ceived	69	6
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33866	lege	68	4
32574	fice	68	4
29813	pencilgrams	66	11
22682	secretaryw	66	10
2702	'in	65	3
38441	sions	65	5
27957	presidentj	65	10
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6053	spriggs	60	7
43637	churchschool	60	12
43073	desmarets	59	9
53525	snideman	58	8
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21645	findley	57	7
37847	ery	57	3
7652	tional	57	6
39009	wanteda	56	7
1228	sabbathschools	56	14
26236	onehalf	55	7
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20712	ordrs	54	5
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22750	nellis	53	6
43747	ventist	53	7
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44458	ioo	52	3
53519	ottie	52	5
13415	chedester	51	9
31857	mittee	51	6
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32059	churchmembers	51	13
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8158	nels	49	4
29856	pers	49	4
8034	bonde	49	5
43770	chollar	49	7
31753	ences	48	5
43209	walgamott	48	9
41358	collett	48	7
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5560	sev	47	3
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38463	thi	47	3
23565	struction	47	9
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4096	ous	45	3
14707	ifornia	45	7
35693	mal	45	3
43663	pany	45	4
25208	cready	44	6
37960	ested	44	5
14369	oleta	43	5
49620	tian	43	4
31427	merl	43	4
51838	tle	43	3
12650	'be	42	3
53514	scription	42	9
35779	ation	42	5
16733	hollenstein	41	11
46711	ciety	40	5
19702	tunity	40	6
15628	cently	40	6
50880	sented	39	6
45933	ering	39	5
9115	'that	39	5
21934	ecorder	38	7
19806	wollekar	38	8
9700	winterberg	38	10
31875	eastside	38	8
43100	recordermanagement	37	18
10883	coleord	37	7
16094	albrecht	37	8
38016	fairmead	37	8
45500	rethe	37	5
28824	moffitt	36	7
36853	acific	36	6
21321	partment	36	8
20985	retary	36	6
15879	lieve	35	5
52493	ventists	35	8
41041	auditorw	35	8
796	aweek	35	5
14166	accts	35	5
4988	gilstrap	34	8
48272	rawlinson	34	9
24847	perience	34	8
2510	ist	34	3
13085	portant	34	7
15838	thet	33	4
13950	cepted	33	6
53745	houseto	33	7
8043	cated	33	5
49097	celian	33	6
10888	geles	33	5
41825	millar	33	6
34529	reeser	33	6
27816	ganized	33	7
30335	richli	33	6
12550	sible	32	5
412	jarboe	32	6
7594	dodds	32	5
27352	tohouse	32	7
26304	gosmer	32	6
47417	sary	32	4
25501	ffi	32	3
41213	ried	31	4
23436	cial	31	4
5171	terested	31	8
5459	thirtyfive	31	10
2250	ders	31	4
30756	ther	31	4
13573	ical	31	4
24586	ies	31	3
13338	chil	31	4
47216	itarium	31	7
35487	ident	31	5
50459	lishing	31	7
1369	ject	31	4
18680	ious	31	4
32114	selfsupporting	31	14
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25564	vassing	28	7
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53304	tne	27	3
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10513	pettis	27	6
18771	attie	26	5
24020	scharff	26	7
443	califor	26	7
22624	fora	26	4
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33531	abbie	26	5
17829	clure	26	5
369	tered	26	5
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31828	prin	26	4
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18777	emmerson	25	8
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25705	howarth	25	7
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52658	knott	25	5
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12419	delpha	24	6
35085	sendebud	24	8
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29726	'with	24	5
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18599	verkouteren	20	11
6772	zeit	20	4
29769	nanking	20	7
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18635	'at	20	3
34488	'recorder	19	9
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40073	henton	18	6
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32434	pacipic	18	7
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28987	recor	18	5
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46546	fic	18	3
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265	ica	18	3
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23440	nyassaland	17	10
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28770	unio	16	4
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673	ces	16	3
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19987	solusi	16	6
893	dougan	16	6
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29492	mony	16	4
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19541	vided	16	5
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24337	ures	16	4
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21652	readingmatter	16	13
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22573	magill	15	6
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41954	chureh	15	6
20328	twentyeight	15	11
33003	onr	15	3
1683	urer	15	4
20163	thirtytwo	15	9
44526	twothirds	15	9
1942	trainingschool	15	14
11663	ucational	15	9
5783	deof	15	4
21766	twentytwo	15	9
38768	quainted	15	8
15741	wallar	15	6
29694	agt	15	3
48490	fested	15	6
51427	godgiven	15	8
19459	'was	15	4
52862	duced	15	5
51584	dannels	15	7
34030	plished	14	7
3272	skadsheim	14	9
43966	christlicher	14	12
44823	bushrod	14	7
33946	tothe	14	5
32698	corre	14	5
50862	'from	14	5
4545	daugh	14	5
47131	lected	14	6
40234	ister	14	5
1870	neill	14	5
6215	sierke	14	6
49002	mit	14	3
5494	mand	14	4
48682	brethern	14	8
38018	tioned	14	6
42592	violenty	14	8
37855	spe	14	3
42872	subscrip	14	8
36340	embree	14	6
35752	agl	14	3
5109	twentycent	14	10
43187	conferenee	14	10
47167	epid	14	4
44706	oster	14	5
16491	isters	14	6
20870	maycock	14	7
15527	bookout	14	7
22945	alzo	14	4
23018	mowrey	14	6
9338	whinney	14	7
16155	ize	14	3
18077	derful	14	6
23589	'people	14	7
10904	ened	14	4
12932	orva	14	4
13265	jects	14	5
21345	dethe	14	5
29756	leeta	14	5
9673	colvin	14	6
10563	vassers	14	7
23908	pontynen	14	8
18043	nies	14	4
10240	'pacific	14	8
13938	tunheim	14	7
20240	iting	14	5
28695	experi	14	6
19103	mitted	14	6
26571	mation	14	6
21346	hea	14	3
8928	whi	14	3
21779	colbran	14	7
11545	healthwise	14	10
13925	paci	14	4
26339	iness	14	5
11329	sho	14	3
18851	eze	14	3
39570	disthe	13	6
30140	quired	13	6
10714	twentysix	13	9
10616	fluence	13	7
21434	tlie	13	4
41889	ari	13	3
44613	cerning	13	7
5204	vancement	13	9
50226	stitution	13	9
30149	acthe	13	5
11178	pleted	13	6
45004	lievers	13	7
45022	lorin	13	5
12683	mathisen	13	8
24565	ust	13	3
12242	accom	13	5
42295	sidered	13	7
43638	vaktare	13	7
13381	bobst	13	5
24806	fresk	13	5
50993	lura	13	4
50661	sug	13	3
51630	ferred	13	6
4711	sup't	13	5
12267	wesner	13	6
6228	wil	13	3
51848	groot	13	5
25851	raaths	13	6
20451	bea	13	3
7296	reichard	13	8
42917	mands	13	5
26243	pils	13	4
19159	tardinesses	13	11
19238	suf	13	3
49414	fied	13	4
31463	motz	13	4
23567	hesseltine	13	10
2897	pri	13	3
45600	lic	13	3
47108	dreds	13	5
47126	sideration	13	10
16451	leora	13	5
47438	ingly	13	5
34218	enterfer	13	8
34141	thir	13	4
14684	ler	13	3
22533	ewald	13	5
32072	esmerelda	13	9
48111	merickle	13	8
8593	religio	13	7
2205	pacifi	13	6
2081	spanishspeaking	13	15
23610	'will	13	5
47061	officered	13	9
7648	tecken	13	6
30534	novak	13	5
10126	secutively	13	10
52908	pla	13	3
23893	pritchard	13	9
46189	craken	13	6
30888	kosky	13	5
35739	wor	13	3
17583	ished	13	5
46172	ligious	13	7
48412	ets	12	3
44831	nouncement	12	10
49320	daniell	12	7
22337	ganization	12	10
51195	secrated	12	8
3095	churchmembership	12	16
2051	bodwell	12	7
24208	grimmett	12	8
20666	mtn	12	3
48569	dannells	12	8
48639	tainly	12	6
42260	gress	12	5
21879	allister	12	8
45802	associa	12	7
26467	fauth	12	5
47521	cluskey	12	7
46051	oughly	12	6
20640	'one	12	4
43165	modoe	12	5
23675	vroman	12	6
22870	greenriver	12	10
22914	teurs	12	5
4795	tinued	12	6
3498	ele	12	3
49342	penses	12	6
14517	tral	12	4
49510	rection	12	7
46725	asso	12	4
1551	spond	12	5
25359	'been	12	5
23628	medi	12	4
34828	ciated	12	6
51457	prenier	12	7
36766	tives	12	5
7745	see'y	12	5
16578	bas	12	3
34231	froni	12	5
8064	cil	12	3
7982	guages	12	6
35113	wel	12	3
29610	sebe	12	4
38714	salud	12	5
31104	sabbathkeeper	12	13
33949	sabbathkeeping	12	14
6625	soo	12	3
9390	grube	12	5
30056	dorward	12	7
9957	terests	12	7
17879	couraged	12	8
10419	dence	12	5
52736	clo	12	3
5898	mogle	12	5
5272	churchto	12	8
33559	sity	12	4
8798	tunities	12	8
40529	irs	12	3
41329	churchmember	12	12
8469	prac	12	4
32200	reto	12	4
5310	scriver	12	7
35849	shinn	11	5
21871	ams	11	3
23811	inthis	11	6
35426	'neath	11	6
16447	cruiz	11	5
46259	hav	11	3
30955	withthe	11	7
8951	ruary	11	5
33380	orton	11	5
46645	beeve	11	5
49618	ould	11	4
1938	cona	11	4
32350	istry	11	5
8893	cluding	11	7
7585	calneva	11	7
24011	ience	11	5
17745	ratzlaff	11	8
49534	septem	11	6
35239	essary	11	6
15180	sured	11	5
35070	vagh	11	4
8179	lickey	11	6
14551	foy	11	3
14843	rious	11	5
48341	lylon	11	5
9169	lindt	11	5
34505	ods	11	3
23243	instruc	11	7
48389	'dry	11	4
14242	rittenhouse	11	11
8242	enthe	11	5
53274	cers	11	4
1946	secretaryc	11	10
14870	healds	11	6
35142	vor	11	3
46849	'their	11	6
7838	follo	11	5
8704	erfurth	11	7
31130	portance	11	8
14498	ili	11	3
41362	uinta	11	5
39276	falkenburg	11	10
39809	ving	11	4
4589	theo	11	4
4654	timonies	11	8
12822	hulda	11	5
6288	tainment	11	8
18073	nished	11	6
25872	tri	11	3
6075	thosewho	11	8
6048	cially	11	6
28644	ved	11	3
25879	ehurch	11	6
29592	complished	11	10
28632	tht	11	3
12306	academie	11	8
26567	comthe	11	6
40640	sponse	11	6
26788	itual	11	5
51301	nordhoff	11	8
27701	willbe	11	6
27667	peothe	11	6
5197	complish	11	8
10773	hindbaugh	11	9
2075	refor	11	5
37867	tude	11	4
44437	borresen	11	8
7134	ough	11	4
44184	newgard	11	7
24322	tribution	11	9
37734	dation	11	6
24633	lerdo	11	5
18064	recorder'	11	9
24356	basnett	11	7
4021	busi	11	4
37086	whieh	11	5
24204	ritory	11	6
29645	myrta	11	5
50293	ople	11	4
30380	ool	11	3
51365	dained	10	6
18914	encour	10	6
49149	fel	10	3
19516	indi	10	4
15825	cates	10	5
53879	edyth	10	5
1146	jannet	10	6
1082	fortythree	10	10
15599	regu	10	4
50679	taining	10	7
16536	ries	10	4
51981	halfgallon	10	10
907	fitinghoff	10	10
17377	lengel	10	6
15996	'they	10	5
15493	reing	10	5
52638	verted	10	6
524	lottiebelle	10	11
53433	krasoff	10	7
53387	recom	10	5
16349	ditions	10	7
17054	gestion	10	7
17105	ands	10	4
867	conven	10	6
1625	gret	10	4
1879	laraway	10	7
32678	centof	10	6
21554	splen	10	5
15206	wehave	10	6
37799	sanitar	10	7
38059	ingath	10	6
38219	sor	10	3
6536	froin	10	5
28943	vene	10	4
28794	bundy	10	5
39419	erly	10	4
39867	kehoe	10	5
28536	elec	10	4
28490	spir	10	4
40460	havergal	10	8
11533	eachern	10	7
40750	ceed	10	4
28077	andthe	10	6
11661	'were	10	5
37449	pao	10	3
37018	lovestedt	10	9
7511	sumed	10	5
31702	tolson	10	6
32512	haye	10	4
8942	holtgen	10	7
9124	lish	10	4
31744	sponded	10	7
31707	ita	10	3
34534	walen	10	5
7960	appre	10	5
10182	inin	10	4
31504	adver	10	5
35327	ange	10	4
7723	buckridge	10	9
7623	adthe	10	5
36041	dif	10	3
36043	por	10	3
27935	ulvick	10	6
11863	inthat	10	6
41462	bility	10	6
46033	truthladen	10	10
3462	couragement	10	11
13744	ott	10	3
45182	buller	10	6
24115	bles	10	4
3347	rehas	10	5
23991	oung	10	4
3194	ine	10	3
3909	peare	10	5
23738	joicing	10	7
3098	centinela	10	9
46982	sistent	10	7
23273	vir	10	3
22346	ood	10	3
15123	tient	10	5
13659	bilities	10	8
25073	farreaching	10	11
27642	diate	10	5
42952	tre	10	3
27553	ani	10	3
27431	soulsaving	10	10
27095	gaw	10	3
5144	sandness	10	8
26798	benefitted	10	10
26592	sackuth	10	7
12629	me'	10	3
4241	ception	10	7
43419	'an	10	3
4754	apthe	10	5
4714	battee	10	6
43843	trict	10	5
8916	als	10	3
13095	publi	10	5
25276	stantly	10	7

Report

• line ending problems again.

In an attempt to address the placenames problem more systematically, I generated a new word list using data from the USGS with city information for the US. This greatly reduced the number of identified "errors" in this title.

Words to Add

• sda
• depreciations
• colaborers
• incorporators
• tardinesses

RH (Review and Herald)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('RH'), 24, 2, "count")

File: 2017-01-03-Spelling-Errors-RH.txt
RH has 697431 rows

	spell_error	count	word_length
228574	tion	5691	4
528644	'the	5093	4
64390	brn	3962	3
359021	ment	2885	4
385865	pre	2872	3
128283	seventhday	2847	10
601139	chas	2837	4
78614	'of	2796	3
309121	ets	2249	3
291436	eze	2209	3
579891	mal	2047	3
52843	'to	2030	3
332463	ahd	1988	3
209212	'and	1824	4
674347	sabbathschool	1771	13
642599	aro	1622	3
28185	tions	1538	5
88323	sel	1511	3
194290	'be	1475	3
366775	ence	1386	4
360182	ent	1320	3
29268	thi	1237	3
501423	ers	1234	3
4367	'in	1202	3
414567	ments	1155	5
599375	ver	1075	3
532312	tbe	1042	3
448553	ple	1040	3
65398	ble	1026	3
107355	ofthe	998	5
278367	sabbathkeepers	978	14
579962	ful	960	3
342546	sabba	959	5
217399	'by	943	3
450318	'that	900	5
45873	'he	850	3
282692	ber	775	3
391606	thos	754	4
422447	ference	737	7
9245	ance	733	4
248739	jno	732	3
96380	'is	730	3
598240	'have	728	5
505083	overcomer	721	9
78756	twentyfive	713	10
394166	mis	710	3
372411	tem	701	3
211974	ith	690	3
142738	ity	686	3
56726	ole	678	3
327877	tle	656	3
597100	xxiiil	655	6
23743	'for	655	4
571960	ther	644	4
672889	ren	639	3
576377	inthe	623	5
111480	'his	605	4
200579	bas	600	3
115450	bno	597	3
660508	xviil	590	5
142972	nee	587	3
275006	dobney	580	6
580577	xxivl	564	5
504388	sabbaton	557	8
529044	ous	548	3
546784	eral	541	4
79050	ern	540	3
638354	tidende	534	7
634126	xxiil	533	5
641418	whitford	529	8
361997	eview	528	5
216059	tian	528	4
245632	ioo	522	3
478536	xviiil	517	6
221592	agt	515	3
10287	ots	506	3
416438	firstday	505	8
348815	'has	503	4
356069	anb	503	3
594672	'but	503	4
45888	ture	503	4
536842	whi	494	3
466292	soo	493	3
324209	frisbie	491	7
682045	ceived	491	6
378126	medo	487	4
143450	peo	477	3
350974	dren	472	4
225416	'as	469	3
436843	tiie	466	4
301953	ise	458	3
632528	micr	458	4
16554	ject	457	4
532950	ters	456	4
381391	ure	449	3
593726	'been	448	5
128332	'we	443	3
49350	fon	441	3
201984	susp	438	4
65221	irs	434	3
604503	'neath	430	6
176942	mandments	429	9
515407	cudney	426	6
192212	neander	425	7
273891	ork	420	3
483285	'with	417	5
469954	bos	416	3
90187	'are	416	4
230702	'it	415	3
217919	ffo	414	3
46019	tht	414	3
583655	sus	410	3
371949	ili	405	3
302676	itt	404	3
228514	tothe	404	5
384807	fora	400	4
188299	convis	398	6
7071	wor	398	3
92237	ani	394	3
499954	drouth	392	6
253929	ould	388	4
137842	bao	386	3
126055	mit	386	3
299912	oth	381	3
143213	mits	380	4
211653	mears	380	5
247168	ation	377	5
566013	sha	375	3
150685	'this	374	5
366164	dred	373	4
60852	ery	373	3
203819	'at	372	3
173042	xxvil	371	5
584739	pegg	370	4
259874	hersum	365	6
541603	ish	363	3
353616	loth	361	4
435595	ary	359	3
199468	lieve	358	5
108244	everts	355	6
316914	xiiil	353	5
445627	wil	353	3
20708	ons	353	3
483228	cramer	350	6
466921	'was	348	4
29039	ght	347	3
344809	epartment	342	9
516793	stimme	341	6
323420	sions	340	5
174791	nal	339	3
376947	'not	336	4
374347	kinne	336	5
543522	tive	334	4
476982	holies	333	6
484203	terest	333	6
279390	sho	333	3
67545	ning	331	4
5015	wer	325	3
244581	het	324	3
299072	twentyfour	316	10
440004	kee	315	3
106461	kno	314	3
147952	sionary	313	7
234249	abbath	311	6
244117	l't	311	3
444633	sev	311	3
308692	mony	308	4
559620	thr	307	3
538222	sed	306	3
439814	iti	305	3
613605	ist	305	3
60338	ess	302	3
629614	accom	301	5
258819	watchcare	301	9
76014	tri	299	3
271310	ite	298	3
81764	'from	297	5
488382	ath	297	3
640110	thei	296	4
645782	ood	296	3
435221	'mid	295	4
399076	stuttle	293	7
421359	'had	291	4
81788	sented	291	6
694056	ome	290	3
165820	'all	288	4
258598	ses	285	3
526881	'which	284	6
2320	fillio	282	6
645007	parana	282	6
155520	'they	282	5
162484	whieh	280	5
484211	pherson	279	7
647696	struction	279	9
172724	tne	278	3
622040	tional	276	6
64662	gon	276	3
51182	mittee	275	6
168065	alaiedon	275	8
45421	ceive	274	5
23664	ily	274	3
695186	chri	273	4
192343	'or	272	3
541978	solusi	272	6
5676	hea	270	3
43558	ors	270	3
272537	benj	269	4
146591	signes	269	6
541745	worthie	267	7
110626	ler	264	3
663406	wahrheit	264	8
109140	ott	262	3
507404	liv	260	3
603010	'our	260	4
479920	thirdday	259	8
5126	ine	256	3
37571	nyassaland	254	10
613500	ithe	254	4
600334	iierald	252	7
2025	erald	251	5
93987	ihe	251	3
401481	onr	251	3
437520	breth	250	5
422777	lan	250	3
455985	sible	249	5
498811	hich	249	4
297164	bers	249	4
445551	cutchen	249	7
87365	arterly	248	7
583722	gaskill	248	7
16759	dence	248	5
17002	'on	248	3
199206	ich	247	3
216089	tained	247	6
219017	andthe	247	6
402023	guire	247	5
575381	itis	246	4
111124	ose	246	3
310180	lished	246	6
613007	portant	244	7
360249	mackford	244	8
510517	'who	244	4
321381	tay	243	3
13739	religio	243	7
158944	mandment	241	8
115238	ished	240	5
206908	sul	239	3
587067	tra	239	3
484572	dar	238	3
452164	revie'v	237	7
560429	'will	237	5
481210	ical	236	4
160121	rethe	236	5
594759	spl	236	3
661610	eir	236	3
636039	mee	236	3
481455	watrousville	235	12
30500	socalled	234	8
343157	'work	234	5
307287	ved	234	3
410049	uld	232	3
640015	'em	231	3
504714	tures	231	5
68200	selfdenial	229	10
208299	tlie	228	4
56547	ass'n	226	5
194374	ered	226	4
492679	tal	226	3
329633	meetin	225	6
527427	ond	225	3
78730	ive	225	3
68074	gilfillan	223	9
603729	xil	223	3
372805	esus	223	4
145049	sabbathschools	223	14
216560	und	223	3
101720	forthe	222	6
633505	ents	221	4
424227	iew	221	3
336973	'their	220	6
137314	tli	220	3
666027	bre	220	3
549984	aroostook	220	9
387497	servian	219	7
552780	emmerson	219	8
675616	taber	219	5
174408	tered	219	5
428200	rection	218	7
464357	clure	217	5
476800	intyre	217	6
427424	ures	216	4
300429	illy	216	4
229001	ancl	216	4
232642	moneyorders	216	11
30925	ths	216	3
216006	onehalf	215	7
466019	finster	214	7
227801	xivl	214	4
272541	ough	214	4
566701	mclellan	214	8
423727	ciety	213	5
263549	reichstag	213	9
169360	lanphear	213	8
687254	fbr	212	3
476693	xiil	212	4
209947	selfsupporting	211	14
331750	churchschool	210	12
270795	lation	208	6
164326	pel	208	3
19698	'him	208	4
325621	ving	207	4
461580	satolli	207	7
311256	sabbathkeeper	207	13
683480	ati	206	3
10129	th'e	205	4
420096	ington	205	6
689869	cial	204	4
549418	psa	204	3
4670	pri	204	3
41167	ves	203	3
598918	follo	203	5
544180	chil	203	4
454522	'were	203	5
687805	'them	202	5
148250	'before	202	7
561969	cxix	202	4
36666	litch	201	5
39807	franke	201	6
50953	ita	201	3
517347	ast	201	3
94588	eousness	199	8
662314	oreek	199	5
76908	uriaii	198	6
4715	ciples	198	6
191448	ened	198	4
362729	ileb	198	4
556693	trainingschool	198	14
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554793	edmunds	194	7
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596979	lobdell	177	7
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574636	centspostage	144	12
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330159	foi	142	3
362425	wellknown	142	9
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45297	ecy	140	3
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342492	ople	139	4
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558583	simonson	134	8
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363245	lish	123	4
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554911	besetment	121	9
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32034	'cause	117	6
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624721	ttrell	116	6
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82148	'when	115	5
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521432	attle	111	5
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353056	ples	110	4
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271362	ehlers	109	6
17261	twentysix	109	9
179339	doetrine	109	8
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462316	'time	100	5
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140474	ade	99	3
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74892	gebodt	98	6
526989	whitby	98	6
305504	ening	98	5
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216293	atter	98	5
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494497	tien	96	4
445193	herrington	96	10
124229	hoffer	96	6
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307490	janes	96	5
659086	battin	96	6
547390	hrist	96	5
371796	sist	96	4
365323	kwang	96	5
83661	hould	96	5
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220379	cou	96	3
602556	leavitt	96	7
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106993	sendebud	96	8
621568	howson	96	6
613333	viour	95	5
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581785	nox	95	3
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530974	tms	95	3
415184	bility	95	6
116997	hiin	95	4
326239	adyent	95	6
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571546	ethers	95	6
475626	tir	95	3
661742	mixd	95	4
634092	eeh	95	3
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333372	berthier	94	8
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380034	ivi	94	3
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579441	czechowski	94	10
54032	fering	93	6
459109	tral	93	4
668125	enns	93	4
439861	ook	93	3
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359059	cunliffe	93	8
607973	fil	93	3
476351	ete	93	3
289341	enant	93	5
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579959	ari	93	3
160251	experiencestheir	93	16
652858	crous	93	5
254680	'gainst	93	7
141758	ror	92	3
57633	plateria	92	8
639869	drury	92	5
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144652	vou	92	3
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383987	argu	91	4
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477539	tnis	90	4
294916	ano	90	3
122232	robb	90	4
240185	carscallen	90	10
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482741	'other	90	6
42246	gosmer	90	6
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553222	hiatt	89	5
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326294	dungan	89	6
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379468	eno	88	3
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225653	reto	85	4
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557029	buresala	85	8
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329875	debello	84	7
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658589	vot	83	3
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56839	rew	82	3
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442307	czecho	82	6
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490163	cornhill	82	8
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244987	exthe	82	5
33109	verbinding	82	10
284230	xlix	82	4
268088	keefer	82	6
55028	'review	82	7
294982	tirely	82	6
255349	waitsfield	82	10
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391601	erally	81	6
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388260	comin	81	5
617714	rappings	81	8
679097	nis	81	3
234253	pao	81	3
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465219	gerould	81	7
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56965	dingman	81	7
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517411	ident	81	5
220682	educa	81	5
387068	eaoh	81	4
552148	adaline	81	7
373671	oldtime	81	7
381580	rence	81	5
662427	fice	81	4
363641	doane	81	5
346851	ords	80	4
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88270	ofi	80	3
124926	thou'lt	80	7
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535295	keem	80	4
83896	longimanus	80	10
87578	oome	80	4
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449998	vailed	80	6
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292916	telt	79	4
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331451	'how	79	4
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573650	cuse	79	4
586995	wno	79	3
543364	'men	79	4
367266	ize	79	3
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70089	associa	79	7
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555358	asthe	79	5
269550	itwas	79	5
535443	everhart	79	8
452170	rejoicingbringing	79	17
594954	quar	79	4
431700	salonica	79	8
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324025	olic	78	4
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220253	wll	74	3
152144	godfearing	74	10
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368514	thc	73	3
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538393	achenbach	73	9
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563849	beckwith	72	8
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654818	'help	71	5
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322228	dation	65	6
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133897	nowlen	64	6
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250086	riffel	63	6
214586	campbellites	63	12
607033	'world	63	6
269015	dently	63	6
134613	carus	63	5
19466	welldoing	63	9
184239	tinnevelli	63	10
358324	minisee	63	7
570763	anda	63	4
152171	ead	63	3
381798	grea	63	4
75043	rir	63	3
401140	nese	63	4
623907	''i	63	3
405650	igh	63	3
686519	ests	63	4
290827	cholo	63	5
392453	sys	63	3
186887	tributed	63	8
125178	gravelle	63	8
486474	itit	63	4
27166	sacri	63	5
30155	tants	63	5
675784	eal	63	3
492122	atd	63	3
669025	dirksen	63	7
547892	tts	63	3
264548	meeti	63	5
614496	rible	63	5
446208	lawthe	62	6
410944	unroofed	62	8
476244	peeple	62	6
443901	iat	62	3
591026	bld	62	3
694891	aed	62	3
457790	liu	62	3
102422	obser	62	5
4279	fidence	62	7
648717	iff	62	3
4389	beto	62	4
463050	fortyfour	62	9
137003	ates	62	4
102960	terests	62	7
564027	officered	62	9
309495	christenson	62	11
373052	wehave	62	6
302182	humphries	62	9
588931	edi	62	3
656897	pac	62	3
354979	electa	62	6
292737	aker	62	4
353942	lel	62	3
148949	cudworth	62	8
29513	martyn	62	6
500720	tohouse	62	7
295388	whic	62	4
424219	marmora	62	7
387420	xli	62	3
312778	cond	62	4
592211	icals	62	5
469177	'faith	62	6
208074	ced	62	3
171631	thatwe	61	6
23544	doud	61	4
667607	hors	61	4
493016	tecken	61	6
35127	goingeast	61	9
35328	tering	61	6
600346	kilbourn	61	8
158990	knowledged	61	10
167383	lxiii	61	5
118453	woul	61	4
404570	reis	61	4
328174	corre	61	5
119732	plish	61	5
181355	ricker	61	6
99046	morden	61	6
89305	iil	61	3
451761	hve	61	3
91187	soci	61	4
176062	goda	61	4
621247	hitt	61	4
188396	oted	61	4
94658	iiriah	61	6
544470	ficient	61	7
425287	nettleingham	61	12
336469	thepeople	61	9
423063	tified	61	6
470878	arn	61	3
683235	'could	61	6
610502	cie	61	3
539814	shockey	61	7
424165	sistent	61	7
244793	ruiter	61	6
511802	sionaries	61	9
538499	vitt	61	4
296322	'see	61	4
273768	bec	61	3
458328	vited	61	5
16988	lau	61	3
592184	'books	61	6
40371	acco	61	4
47591	cxlvi	61	5
550214	inci	61	4
53864	oldfashioned	60	12
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251014	disci	60	5
439574	tfie	60	4
262058	ils	60	3
418477	litt	60	4
52445	termsone	60	8
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462331	wiswell	60	7
672069	fattebert	60	9
676512	zinzendorf	60	10
187308	selfdenying	60	11
14405	befor	60	5
430387	thirtyeight	60	11
664764	sze	60	3
240538	churchmember	60	12
424686	vious	60	5
683570	sai	60	3
687706	witl	60	4
95299	dividual	60	8
380009	epake	60	5
460447	nized	60	5
418845	eneral	60	6
494624	'way	60	4
437676	uary	60	4
289493	elo	60	3
653537	ato	60	3
24665	rectly	60	6
168535	ferree	60	6
16376	inin	60	4
194286	refor	60	5
355740	seve	60	4
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614150	casion	60	6
133338	seances	60	7
318453	zeichen	60	7
129745	'most	60	5
114766	cornmenced	60	10
128171	nati	60	4
610932	thirtyfour	60	10
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605383	foo	60	3
581951	tist	60	4
469439	waa	60	3
142648	aecom	60	5
196458	thm	60	3
338122	trainingschools	59	15
359823	iar	59	3
168499	oot	59	3
220955	underhill	59	9
604926	sixtyfive	59	9
36556	resuit	59	6
460005	mahon	59	5
303796	taquary	59	7
190868	eventh	59	6
665711	thirtyone	59	9
452001	memhers	59	7
265302	eee	59	3
75126	istory	59	6
239679	thf	59	3
367769	inthat	59	6
444520	nyassa	59	6
361367	appre	59	5
242945	fete	59	4
134541	oss	59	3
349977	fiske	59	5
442896	lifethe	59	7
225910	istry	59	5
343231	bampfield	59	9
487915	symboliques	59	11
142355	thathe	59	6
404589	willi	59	5
178218	cro	59	3
175292	inlaw	59	5
107721	'become	59	7
547982	tunheim	59	7
99971	'without	59	8
277280	goodale	59	7
10440	fectly	59	6
652948	'both	59	5
240777	believ	59	6
684412	comand	59	6
587905	'book	59	5
494141	chaux	59	5
655544	rhe	59	3
371662	'building	58	9
108893	pleted	58	6
443642	tarium	58	6
477154	baronius	58	8
59163	osition	58	7
50222	hil	58	3
521850	houseto	58	7
113682	irit	58	4
442958	pasters	58	7
309919	meetmg	58	6
518791	shelterless	58	11
48703	pentance	58	8
75804	sideration	58	10
521992	eckert	58	6
388469	thal	58	4
465915	gth	58	3
350442	gence	58	5
597085	suffi	58	5
502724	otte	58	4
347039	hendee	58	6
587211	eing	58	4
203002	itthe	58	5
404373	neer	58	4
287939	l'i	58	3
169919	hitn	58	4
157646	tations	58	7
291696	lld	58	3
576610	facto	58	5
124644	neale	58	5
613934	koskonong	58	9
696434	ici	58	3
464019	wers	58	4
292210	herall	58	6
30840	alle	58	4
483025	liness	58	6
12039	wiard	57	5
579512	bok	57	3
383223	disfellowship	57	13
382167	fortyseven	57	10
469475	sutliff	57	7
111874	jai	57	3
320889	emn	57	3
467213	teenth	57	6
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57252	elle	57	4
451637	pmpm	57	4
243276	dominicum	57	9
162333	thati	57	5
559427	isi	57	3
398998	stian	57	5
656843	pottenger	57	9
357606	'now	57	4
391482	fassett	57	7
480147	indo	57	4
117578	'where	57	6
597765	demption	57	8
540253	'life	57	5
126049	'same	57	5
253499	penses	57	6
126524	issionary	57	9
40962	'rhe	57	4
551972	aer	57	3
26123	provi	57	5
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678665	mber	57	4
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659084	pearance	57	8
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132947	pensation	57	9
166358	mensajero	57	9
73519	kittie	57	6
224748	lamoreaux	57	9
80688	committe	57	8
552378	andthat	57	7
334882	curityba	57	8
572351	aut	57	3
87719	'did	57	4
176773	papercovers	57	11
463750	ics	57	3
77951	thii	57	4
80104	theworld	57	8
634496	bene	57	4
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447656	laughhead	56	9
603765	confe	56	5
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221502	'country	56	8
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394526	syoc	56	4
513355	treatmentrooms	56	14
447759	sumed	56	5
70565	diately	56	7
203803	liss	56	4
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107637	ually	56	5
375251	vate	56	4
310300	lettonian	56	9
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251172	ander	56	5
505106	wailings	56	8
35999	takorna	56	7
477179	lenawee	56	7
694710	ume	56	3
669294	eto	56	3
235791	questi	56	6
150305	messersmith	56	11
578165	tiempos	56	7
124290	nig	56	3
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170423	bergersen	56	9
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225217	offi	56	4
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176006	'little	56	7
248136	meetino	56	7
273355	oks	56	3
651406	trut	56	4
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359423	hig	56	3
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246213	norlin	56	6
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841	'began	56	6
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586464	bacco	56	5
428069	vorable	56	7
681388	allchin	56	7
235227	tbey	56	4
496288	rin	56	3
537963	unrepented	56	10
286372	carlstedt	56	9
627723	ges	56	3
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570055	'another	56	8
685127	boylston	55	8
633500	degarmo	55	7
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132182	theit	55	5
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497039	arrearages	55	10
668087	intere	55	6
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679851	contin	55	6
450410	balada	55	6
5573	couragement	55	11
476033	landet	55	6
200184	acc't	55	5
204549	bateham	55	7
179665	prn	55	3
231000	in'	55	3
574730	scho	55	4
469031	'missionary	55	11
174481	yery	55	4
270996	rethren	55	7
308987	fiftyfive	55	9
548428	brien	55	5
624696	dragonic	55	8
495716	atha	55	4
624631	asi	55	3
548515	peop	55	4
338159	dra	55	3
427912	stundists	55	9
548203	emy	55	3
452725	ender	55	5
156353	wakamatsu	55	9
686019	remailing	55	9
28265	ras	55	3
15133	'school	55	7
474714	reas	55	4
4094	'earth	55	6
335814	wtth	55	4
387100	fortytwo	55	8
529858	'each	55	5
254485	ept	55	3
455529	ission	55	6
647523	magnesians	55	10
143583	threefourths	55	12
61675	eht	55	3
374775	twe	55	3
52201	jugo	55	4
516896	sabbath'	55	8
667277	pass'gr	55	7
44304	minh	54	4
403718	observ	54	6
180345	themthe	54	7
404307	rela	54	4
494750	peruna	54	6
472742	exe	54	3
46279	lrs	54	3
572963	beyrout	54	7
367128	tby	54	3
282778	ihn	54	3
413223	gotfredson	54	10
238696	hfe	54	3
681617	igan	54	4
83529	selfcontrol	54	11
604896	promi	54	5
526549	burgundians	54	11
514404	prt	54	3
473560	nel	54	3
70250	conin	54	5
640188	ihave	54	5
240137	consid	54	6
686085	dio	54	3
90374	nevins	54	6
52866	oni	54	3
207627	buel	54	4
207449	notre	54	5
38570	wellbeing	54	9
192687	estant	54	6
355111	nolaw	54	5
255676	sted	54	4
332862	hendry	54	6
257671	gud	54	3
389193	eting	54	5
599979	ama	54	3
146359	diffi	54	5
523402	lerd	54	4
59774	hinderances	54	11
326114	gol	54	3
585164	olshausen	54	9
222120	'three	54	6
202880	'under	54	6
456070	salva	54	5
253432	sents	54	5
369045	priee	54	5
601165	nish	54	4
550549	thom	54	4
103435	sof	54	3
97209	schooleraft	54	11
122054	sabbaththe	54	10
116759	distributer	54	11
545762	jae	53	3
282974	vancil	53	6
172511	fcr	53	3
202639	tegn	53	4
483664	spritual	53	8
455193	gret	53	4
428099	'she	53	4
438987	ril	53	3
311727	mamelukes	53	9
382023	jailor	53	6
308341	mul	53	3
16293	reli	53	4
286754	christthe	53	9
618757	amburn	53	6
640304	lillis	53	6
425392	ites	53	4
347486	charac	53	6
442598	rao	53	3
111519	connet	53	6
276137	tiful	53	5
364564	garton	53	6
696863	rne	53	3
454103	addre	53	5
697124	scoville	53	8
288315	missio	53	6
683339	battleford	53	10
95374	'well	53	5
462800	isto	53	4
471116	kalaka	53	6
470116	'best	53	5
503294	orm	53	3
368174	tolstoi	53	7
115987	exi	53	3
82311	eep	53	3
29756	raptured	53	8
222434	timme	53	5
285504	'er	53	3
669393	deto	53	4
93601	hackworth	53	9
33164	itand	53	5
488454	usthe	53	5
421153	'own	53	4
346025	nings	53	5
79159	pelled	53	6
126474	hungaria	53	8
405626	heen	53	4
549617	unregenerated	53	13
441659	arth	53	4
267078	jaquith	53	7
126827	essage	53	6
146191	grahamstown	53	11
451292	ordi	53	4
622720	oet	53	3
205752	foa	53	3
395778	rium	53	4
180073	judefind	53	8
231076	continned	53	9
659173	connel	53	6
547742	pennell	53	7
202942	oint	53	4
694659	scriptions	52	10
306504	drich	52	5
11678	ganiard	52	7
96713	thosewho	52	8
320926	clared	52	6
156268	goverment	52	9
450928	reso	52	4
93711	sli	52	3
403660	ceeded	52	6
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695250	'keep	52	5
339263	ction	52	5
243169	quence	52	6
317374	wrn	52	3
564523	secre	52	5
596009	lut	52	3
304769	specting	52	8
322529	cific	52	5
111195	ottinto	52	7
571382	subjest	52	7
53477	ging	52	4
391077	outbreaking	52	11
183937	cision	52	6
79668	smyth	52	5
367334	gooth	52	5
118946	'said	52	5
633636	sabbathbreaking	52	15
117721	ilo	52	3
508284	nem	52	3
117390	iir	52	3
530006	versation	52	9
360795	adthe	52	5
538413	doin	52	4
566848	gebote	52	6
115579	aceom	52	5
63104	tof	52	3
187145	anthe	52	5
645252	inas	52	4
362589	gument	52	6
15527	bourdean	52	8
366583	'law	52	4
243785	'over	52	5
680607	woi	52	3
457760	sii	52	3
397348	ohe	52	3
131751	iany	52	4
128948	schooley	52	8
579157	lthe	52	4
594192	tyng	52	4
352469	haytien	52	7
25169	doyal	52	5
154505	ceiving	52	7
383321	congrega	51	8
339726	schwantes	51	9
339895	'conference	51	11
326300	'week	51	5
379217	stn	51	3
334122	tth	51	3
474574	congre	51	6
419030	sayiour	51	7
296434	uly	51	3
361376	hamid	51	5
415042	elie	51	4
318868	gni	51	3
415472	rch	51	3
398090	milly	51	5
448528	guages	51	6
417837	rusalem	51	7
309487	righteons	51	9
355856	cepts	51	5
404527	nue	51	3
444837	befo	51	4
418990	'thy	51	4
354599	kavirondo	51	9
294215	quitted	51	7
332905	wasa	51	4
291461	senting	51	7
408426	eolporteur	51	10
635811	soi	51	3
241175	dences	51	6
661315	'blessing	51	9
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61740	jeffries	51	8
496857	threshhold	51	10
637053	enright	51	7
636163	jespersson	51	10
178139	eightyfive	51	10
168510	sug	51	3
263699	kingdomsthe	51	11
569201	bave	51	4
95142	'into	51	5
236459	nally	51	5
609024	lifegiving	51	10
575385	appointmento	51	12
123798	harr	51	4
123952	wouldbe	51	7
154907	godward	51	7
593510	vin	51	3
590352	capman	51	6
41004	smitii	51	6
152020	upto	51	4
26568	hovey	51	5
1158	sanc	51	4
22387	sant	51	4
220755	sponsibility	51	12
675853	ceed	51	4
1296	mith	51	4
681141	chinnampo	51	9
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685777	slown	51	5
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112269	dartt	50	5
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104674	ohme	50	4
335960	ined	50	4
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11115	cau	50	3
88892	halleluiah	50	10
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333201	dained	50	6
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115788	kihuiro	50	7
231476	work'	50	5
256006	aith	50	4
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304433	outof	50	5
352770	dayof	50	5
350652	ober	50	4
588885	slaveholding	50	12
152336	ena	50	3
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302715	ehurch	50	6
75884	phetic	50	6
243817	'history	50	8
419637	'new	50	4
58841	agin	50	4
623783	sozomen	50	7
190264	sar	50	3
324590	heti	50	4
542135	of'the	50	6
74164	'given	50	6
380871	badaut	50	6
54842	hussey	50	6
42821	suoh	50	4
41456	ization	50	7
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533383	ciii	50	4
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276514	agreat	50	6
578120	moto	49	4
211146	lieving	49	7
317839	effeet	49	6
315706	fulfilments	49	11
322176	ative	49	5
200253	religi	49	6
339243	tand	49	4
225869	mained	49	6
156337	ployed	49	6
158574	twothirds	49	9
343037	thig	49	4
184198	inson	49	5
221578	sabthe	49	6
567554	'churches	49	9
568140	dont	49	4
568903	another'	49	8
211559	spanishspeaking	49	15
487040	mur	49	3
139112	pathy	49	5
137439	inte	49	4
645612	ffi	49	3
379633	tablish	49	7
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660846	'came	49	5
43862	pled	49	4
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663795	pil	49	3
666364	titude	49	6
36064	muleback	49	8
33295	bradlaugh	49	9
396439	npon	49	4
683285	babbath	49	7
414784	prosent	49	7
7773	ohrist	49	6
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409796	tme	49	3
637657	muchneeded	49	10
73582	considera	49	9
370453	ofl	49	3
441455	ams	49	3
593538	jected	49	6
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120573	ico	49	3
119326	nestly	49	6
118019	'done	49	5
114277	intl	49	4
358578	bethat	49	6
617851	sabhath	49	7
370285	'am	49	3
364113	colvin	49	6
623153	ric	49	3
87995	'health	49	7
628996	terial	49	6
83094	oll	49	3
437055	cas	49	3
81038	iiiiii	49	6
440773	eti	49	3
590086	kne	49	3
295496	halle	49	5
268506	istence	49	7
515514	cers	49	4
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550923	thh	46	3
62972	umph	46	4
627113	theref	46	6
442748	noi	46	3
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321541	pasqual	46	7
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321386	thework	46	7
68224	pio	46	3
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298083	'never	45	6
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67180	subscrip	45	8
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656585	biblereadings	45	13
27538	durfee	45	6
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316352	mangareva	45	9
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139534	healdsburgh	44	11
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323301	urumiah	44	7
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661077	universel	44	9
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373842	bitner	44	6
12495	tendencyan	44	10
453718	dufferin	44	8
250971	muth	44	4
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635473	quirements	44	10
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466418	madero	44	6
456144	wasthe	44	6
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288614	torchlights	43	11
369698	'hand	43	5
67642	dui	43	3
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256102	hengstenberg	43	12
92495	occa	43	4
313239	tid	43	3
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123342	enn	43	3
100332	imthe	43	5
375132	riviere	43	7
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464304	denson	43	6
629169	levuka	43	6
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103098	unsere	43	6
302036	esti	43	4
63706	chastenings	43	11
86120	'field	43	6
112339	wideawake	43	9
322267	versy	43	5
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541327	snd	43	3
443719	affolter	43	8
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257011	ecstacy	43	7
268110	'years	43	6
360368	fenians	43	7
502736	explanatioin	43	12
502979	exand	43	5
620117	elivon	43	6
650195	cri	43	3
162526	llr	43	3
258927	aburnt	43	6
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162731	oneof	43	5
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245378	ceia	43	4
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396870	theu	43	4
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683774	truththe	43	8
145442	ehe	43	3
581335	denman	43	6
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227832	fiftythree	43	10
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177938	kunze	43	5
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165746	hagion	43	6
556912	repo	43	4
572400	ohristian	43	9
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275915	tiona	43	5
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134483	umberhind	43	9
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371558	rittenhouse	41	11
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610900	ftom	40	4
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543844	cresar	40	6
358652	ponoka	40	6
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613913	'others	40	7
365300	whichis	40	7
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130473	aff	40	3
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50280	versal	40	6
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283454	positi	39	6
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302292	oir	39	3
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324446	todo	39	4
466318	'seventh	39	8
543933	wesen	39	5
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638302	norderhus	39	9
334482	thepresent	39	10
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150417	i'l	39	3
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90010	prpartment	39	10
193007	sabbatb	39	7
361288	phila	39	5
13018	shouldbe	39	8
76865	individ	39	7
506134	alla	39	4
98839	wawkon	39	6
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691042	ains	39	4
628228	dewing	39	6
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482543	aitutaki	39	8
626228	ifwe	39	4
523656	tuis	39	4
82263	ohi	39	3
8217	thil	39	4
86359	theee	39	5
285898	cep	39	3
3272	vernment	39	8
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483083	eveline	39	7
9294	'long	39	5
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242935	schoo	39	5
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547043	lennium	39	7
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310265	khama	39	5
212721	ilis	39	4
56481	itants	39	6
221533	myrta	39	5
670922	doan	39	4
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674556	api	39	3
383557	seph	39	4
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389457	obedi	39	5
136587	brin	39	4
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119155	habbath	39	7
673597	moresby	39	7
671440	rde	39	3
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671531	theth	39	5
35931	vhy	39	3
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583866	atid	39	4
564092	rors	39	4
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308780	gourley	39	7
306112	itin	39	4
542131	teh	39	3
65042	xid	39	3
358567	isconsin	39	8
132214	inent	39	5
173698	trotman	39	7
112404	tasy	39	4
582351	sball	39	5
48842	thelast	39	7
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479890	oom	39	3
23530	symons	39	6
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36271	'called	39	7
417105	longard	39	7
215126	kelsea	39	6
568624	immo	38	4
695008	eman	38	4
537864	thern	38	5
580402	hardt	38	5
438137	culties	38	7
695827	'human	38	6
547978	cormic	38	6
517711	jaycox	38	6
486867	geymet	38	6
478933	lage	38	4
536874	frm	38	3
556651	fairman	38	7
421659	soulwinning	38	11
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425163	erat	38	4
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568404	herboltzheimer	38	14
627926	fore'er	38	7
639190	noti	38	4
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519019	unand	38	5
485938	rell	38	4
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562677	cxsar	38	5
647010	aes	38	3
603577	sbbath	38	6
483799	vork	38	4
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651012	wildgrube	38	9
413411	culloch	38	7
685554	zytkoskee	38	9
491059	freeto	38	6
490649	ount	38	4
533232	ient	38	4
435356	peoplethe	38	9
494769	butthe	38	6
654679	'hands	38	6
655079	rge	38	3
673225	burbee	38	6
575173	pril	38	4
547721	hetty	38	5
573826	ection	38	6
533475	notioe	38	6
430015	wachter	38	7
349688	structions	38	10
367081	conver	38	6
292203	vey	38	3
236635	doetrines	38	9
370193	cronstadt	38	9
144016	exer	38	4
289406	kars	38	4
144995	southwell	38	9
145741	montenegrins	38	12
145959	ngton	38	5
150978	immedi	38	6
301951	acoom	38	5
292759	rothschilds	38	11
294318	poral	38	5
89623	irn	38	3
88013	lls	38	3
58533	priate	38	6
359109	culation	38	8
358735	iler	38	4
35267	tntion	38	6
97318	revela	38	6
55748	bation	38	6
9817	nne	38	3
278174	ition	38	5
125499	voorus	38	6
6526	ttl	38	3
127555	judaizers	38	9
244945	strite	38	6
38055	abou	38	4
103050	linnie	38	6
130767	rahn	38	4
132838	gested	38	6
281082	inis	38	4
282160	thne	38	4
240554	hien	38	4
55009	wasioja	38	7
376404	godl	38	4
99152	alienations	38	11
299675	uted	38	4
354062	ayersville	38	10
118649	'forth	38	6
330162	'al	38	3
184725	protes	38	6
188878	'away	38	5
21168	yol	38	3
334792	exof	38	4
315466	meddaugh	38	8
66519	rthe	38	4
212432	iver	38	4
71861	phinney	38	7
225932	tas	38	3
210835	dividuals	38	9
320633	hawes	38	5
70394	nothus	38	6
322445	iter	38	4
325851	anoth	38	5
69969	quartette	38	9
205828	herzog	38	6
81195	pearing	38	7
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176027	khartum	38	7
309360	rogress	38	7
84883	yed	38	3
304493	lishment	38	8
31035	gir	38	3
84700	battakland	38	10
15269	derness	38	7
225432	getman	38	6
170556	sey	38	3
84278	belus	38	5
352930	churchthe	38	9
352579	prothe	38	6
17523	flavel	38	6
350981	spond	38	5
348953	exa	38	3
83434	hely	38	4
344824	efit	38	4
390620	benefitted	38	10
69338	rol	38	3
255785	filii	38	5
256913	eason	38	5
400737	annis	38	5
111908	reing	38	5
253272	himand	38	6
112303	kerns	38	5
117278	disand	38	6
874	'dollars	38	8
506466	'heard	37	6
363208	alty	37	4
13094	s'pose	37	6
90685	keane	37	5
90138	religiou	37	8
575394	trembley	37	8
156667	atic	37	4
361337	treves	37	6
33571	manand	37	6
258831	rto	37	3
684471	thiswork	37	8
297203	mannor	37	6
625007	nessed	37	6
105786	sabbatoon	37	9
479070	'take	37	5
32340	musser	37	6
227598	hrough	37	6
400232	ashbury	37	7
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652216	rockey	37	6
37095	'get	37	4
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369953	'hear	37	5
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234926	udgment	37	7
369049	rua	37	3
145927	orno	37	4
368966	maltsugar	37	9
437864	sponsible	37	9
92485	poulson	37	7
438078	friedenstal	37	11
438227	would'st	37	8
683096	buller	37	6
578086	tont	37	4
525601	troublers	37	9
168989	roi	37	3
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551566	homan	37	5
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459716	georgie	37	7
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24102	alen	37	4
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463951	'during	37	7
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543798	tohn	37	4
334729	hirsch	37	6
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643948	aration	37	7
403953	acs	37	3
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671994	'spirit	37	7
534935	ofit	37	4
681195	gbd	37	3
81727	illustra	37	8
538480	strom	37	5
178015	theyhave	37	8
20241	'sin	37	4
631007	hystaspes	37	9
537337	'found	37	6
81696	tutions	37	7
537756	superadded	37	10
538049	burditt	37	7
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225464	crampton	37	8
608729	oyes	37	4
250314	'read	37	5
253472	comof	37	5
394987	trne	37	4
421001	hovah	37	5
611793	iety	37	4
689236	jorgen	37	6
653800	arenot	37	6
135596	gelotte	37	7
613423	fers	37	4
54531	erable	37	6
279553	lts	37	3
252227	sident	37	6
614435	ilies	37	5
386319	tists	37	5
8683	aving	37	5
386188	unabolished	37	11
247398	dere	37	4
76561	'workers	36	8
424352	gomoe	36	5
357930	periences	36	9
389003	vio	36	3
410398	rse	36	3
516278	dodds	36	5
163369	sox	36	3
480272	heiser	36	6
6393	littles	36	7
601261	yearold	36	7
527467	viction	36	7
552284	edw	36	3
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362549	fom	36	3
691413	becom	36	5
265710	conti	36	5
244804	shing	36	5
400239	ermont	36	6
314575	calmet	36	6
252836	viduals	36	7
128382	notbe	36	5
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22444	relati	36	6
653718	cori	36	4
488528	'beginning	36	10
333960	minner	36	6
678892	cathedra	36	8
479634	elan	36	4
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269344	theodoret	36	9
167789	arvilla	36	7
217346	igr	36	3
62262	ioi	36	3
224047	iverson	36	7
630956	oftheir	36	7
597266	bonfoey	36	7
386451	nabonadius	36	10
693696	crownhart	36	9
533010	heritance	36	9
474668	pli	36	3
116936	shangani	36	8
498015	sevent	36	6
221856	manny	36	5
82250	ator	36	4
308347	iod	36	3
473452	matanzas	36	8
28550	eine	36	4
471960	ining	36	5
81251	iht	36	3
605090	distribut'd	36	11
568163	pauliasi	36	8
387993	'baptized	36	9
613078	senger	36	6
648461	godis	36	5
338528	oanright	36	8
185619	drouths	36	7
59645	hayen	36	5
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267816	specht	36	6
264627	iquity	36	6
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610155	pakhoi	36	6
403543	henriksen	36	9
283895	etd	36	3
132964	rian	36	4
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325122	voorhees	36	8
690493	theii	36	5
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377353	tisri	36	5
319690	takonia	36	7
327865	fpr	36	3
499645	cte	36	3
499256	ithat	36	5
523134	nse	36	3
145385	wentland	36	8
507093	all'	36	4
11305	lder	36	4
210213	howse	36	5
135720	olf	36	3
467309	hree	36	4
546079	parte	36	5
416356	disof	36	5
495900	receiv	36	6
272487	fah	36	3
589780	frauenfelder	36	12
206992	deavor	36	6
583134	wht	36	3
39766	'year	36	5
202648	ogy	36	3
140990	albuna	36	6
433312	knott	36	5
326082	zite	36	4
237266	'general	36	8
415074	michi	36	5
282126	hovas	36	5
510754	befere	36	6
7507	timonies	36	8
214626	'harmony	36	8
246263	patienoe	36	8
654632	hewas	36	5
381914	andwe	36	5
480546	ameri	36	5
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152618	tov	36	3
694761	alia	36	4
204597	eni	36	3
541133	oved	36	4
604378	fication	36	8
69108	ero	36	3
109119	inour	36	5
590190	afric	36	5
5480	siness	36	6
1392	croly	36	5
55239	boastingly	36	10
8748	bastile	36	7
146773	churehes	36	8
587913	pointments	36	10
92974	odicals	36	7
391246	dut	35	3
275781	gerous	35	6
516046	aweary	35	6
124531	nmi	35	3
418863	kunselman	35	9
387947	partof	35	6
463302	colegio	35	7
343286	furnas	35	6
343082	herala	35	6
176602	marquart	35	8
324006	cata	35	4
220171	caf	35	3
543147	trh	35	3
110041	strout	35	6
411152	opposi	35	6
316285	intothe	35	7
454300	gui	35	3
674536	'twere	35	6
26766	thetime	35	7
214003	eof	35	3
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67316	tria	35	4
200345	hakkas	35	6
547320	lth	35	3
551083	bringle	35	7
600802	spiri	35	5
24307	sandhedens	35	10
598125	sindlinger	35	10
335248	betts	35	5
598435	tence	35	5
538967	johansen	35	8
207825	bolce	35	5
211143	engles	35	6
456821	aod	35	3
123073	tbo	35	3
313242	adveh	35	5
216701	theway	35	6
186742	hima	35	4
26802	conelude	35	8
455944	hina	35	4
673613	bapti	35	5
320968	ima	35	3
633413	iou	35	3
28099	hke	35	3
202402	whereever	35	9
239452	titt	35	4
220717	jority	35	6
13502	wenli	35	5
382189	bia	35	3
425311	diodorus	35	8
56599	orable	35	6
140198	beit	35	4
601365	spiritof	35	8
294580	ciently	35	7
286243	'love	35	5
160210	levington	35	9
356475	whith	35	5
612259	clelland	35	8
414426	inr	35	3
43288	boman	35	5
86318	auld	35	4
479006	frick	35	5
135645	nday	35	4
164618	kins	35	4
562623	miscel	35	6
154798	'twixt	35	6
363564	ilie	35	4
154556	ruskjer	35	7
690412	thisthat	35	8
235459	workis	35	6
367494	dev	35	3
482274	'hat	35	4
517858	''a	35	3
134902	abussos	35	7
12567	mahala	35	6
234466	spmt	35	4
365878	thetr	35	5
142070	on'the	35	6
371258	occured	35	7
141312	glori	35	5
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152718	satis	35	5
481171	micii	35	5
259253	throughthe	35	10
237687	wery	35	4
568805	aan	35	3
305996	socie	35	5
566714	heraid	35	6
432337	cno	35	3
351585	that'	35	5
125846	aws	35	3
265405	man'	35	4
125543	ience	35	5
376682	lebbeus	35	7
646558	phinisey	35	8
519847	'lath	35	5
429262	meads	35	5
385893	elden	35	5
681405	ias	35	3
61589	rumsey	35	6
535079	meehan	35	6
175177	vicarius	35	8
658317	peview	35	6
352355	fying	35	5
647116	darkne	35	6
305624	guished	35	7
385435	sengers	35	7
115240	thee'	35	5
649260	sanita	35	6
373112	seventyeight	35	12
227304	ternal	35	6
113072	hoelzle	35	7
136799	trypho	35	6
15052	swin	35	4
430518	lary	35	4
262062	willnot	35	7
305366	troversy	35	8
581384	neumann	35	7
589111	oned	35	4
653309	lier	34	4
487569	rejecters	34	9
208913	munion	34	6
487870	aie	34	3
664737	vierten	34	7
288535	vhile	34	5
43120	oal	34	3
256022	godin	34	5
289305	mvo	34	3
258386	edness	34	6
465246	wih	34	3
521859	sco	34	3
275904	itn	34	3
293526	advan	34	5
483024	hass	34	4
230009	aly	34	3
267954	abont	34	5
265457	thatis	34	6
516210	fvr	34	3
471788	ewald	34	5
265506	fenelon	34	7
268102	sollars	34	7
245058	suspen	34	6
264505	nall	34	4
225752	pass'r	34	6
280364	vve	34	3
470585	groff	34	5
59325	clusion	34	7
58852	sepa	34	4
297874	tober	34	5
56250	hine	34	4
526314	tivity	34	6
64191	eacii	34	5
656968	felter	34	6
26513	burdoin	34	7
665118	enterfer	34	8
37992	rly	34	3
500758	revew	34	5
53163	ceipted	34	7
675512	ihat	34	4
467804	comins	34	6
540537	tus	34	3
265752	maxentius	34	9
291522	radabaugh	34	9
490220	commandmentkeeping	34	18
80819	tett	34	4
639227	themto	34	6
361560	iand	34	4
373287	holi	34	4
99100	i'i	34	3
585295	ttr	34	3
370452	burlingham	34	10
435783	tliat	34	5
619927	mattern	34	7
685584	allaster	34	8
685302	fic	34	3
324525	ieeting	34	7
685074	chnst	34	5
154893	prayerfulness	34	13
362869	makin	34	5
624556	rifices	34	7
428751	ligh	34	4
358130	'ten	34	4
14258	sah	34	3
354476	evideuce	34	8
166768	peated	34	6
14980	anr	34	3
353501	usand	34	5
446487	tyrol	34	5
567744	fqr	34	3
19663	sall	34	4
563934	selfexamination	34	15
20089	mier	34	4
175210	coxe	34	4
586385	amongthe	34	8
137204	isthat	34	6
631400	etings	34	6
417691	alittle	34	7
410271	ohicago	34	7
606766	visi	34	4
404804	storer	34	6
111707	firat	34	5
2498	accidently	34	10
603900	sos	34	3
694618	fle	34	3
115083	iot	34	3
396091	lrd	34	3
694557	lifea	34	5
602170	oken	34	4
116591	appe	34	4
116871	itriah	34	6
689230	lutely	34	6
418969	arge	34	4
6383	hous	34	4
123906	bibleclass	34	10
692059	namur	34	5
595895	litical	34	7
385342	nien	34	4
385043	tvald	34	5
103504	dearman	34	7
128311	conferonce	34	10
128448	mah	34	3
594034	sympa	34	5
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332565	pheter	34	6
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488946	abovementioned	33	14
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390417	trempeleau	33	10
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532027	'till	33	5
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306844	'down	33	5
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482088	sund	33	4
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643907	oua	33	3
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342372	tlis	33	4
82815	reitiew	32	7
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221298	aper	32	4
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536848	haytian	32	7
531005	goi	32	3
181148	macfarland	32	10
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606410	ilu	32	3
261118	doo	32	3
533389	vanced	32	6
81629	quiry	32	5
629168	ottr	32	4
610936	mesage	32	6
630118	cumberers	32	9
62244	ofall	32	5
559735	uals	32	4
108401	nutrena	32	7
178224	elde	32	4
63997	adi	32	3
556095	selfgovernment	32	14
581591	wiscon	32	6
509605	allo	32	4
238226	aber	32	4
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242172	marden	32	6
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622865	compan	32	6
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576804	selfexaltation	32	14
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585247	sistance	32	8
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237190	prai	32	4
522058	copie	32	5
142773	wni	32	3
144363	thermo	32	6
73016	provement	32	9
614506	andherald	32	9
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656563	cians	32	5
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85847	rece	32	4
59500	dant	32	4
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166910	theearth	32	8
598294	'back	32	5
76070	braska	32	6
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103752	honie	32	5
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190936	plac	32	4
231273	wre	32	3
571175	saa	32	3
67046	'mong	32	5
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6907	keizan	32	6
672331	helpmeet	32	8
31149	enduement	32	9
434710	unb	32	3
691226	yergin	32	6
673117	o'erflow	32	8
358685	iut	32	3
466551	iwill	32	5
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302162	margerson	32	9
333060	gerhardt	32	8
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369827	degering	32	8
334576	cervera	32	7
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683189	sueh	32	4
12066	andto	32	5
398065	nointoo	32	7
23251	prie	32	4
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663525	llay	32	4
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431057	kuriake	32	7
24385	cann	32	4
4853	iiv	32	3
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683630	ention	32	6
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342142	mansell	32	7
335509	mented	32	6
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19705	'following	32	10
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343974	telligent	32	9
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382223	theless	32	7
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19688	xlviii	32	6
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285585	suakim	32	6
478852	myrtie	32	6
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535533	ricans	31	6
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33651	esty	31	4
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511283	upen	31	4
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552327	soeiety	30	7
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670591	klostermeyer	30	12
225647	stonespolished	30	14
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366580	anci	29	4
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591081	whichwe	26	7
499411	transcaucasus	26	13
354125	hurlbert	26	8
432276	'use	26	4
223724	spiritfilled	26	12
61014	saml	26	4
467085	sype	26	4
182854	vasser	26	6
557258	tiglath	26	7
632956	merly	26	5
181716	estly	26	5
181394	cism	26	4
557756	wickham	26	7
157579	ferrer	26	6
157308	rre	26	3
606235	'too	26	4
81640	cinity	26	6
465511	cieties	26	7
88225	cornmon	26	7
107387	legis	26	5
177271	rli	26	3
633199	misthe	26	6
694554	iiiiiiii	26	8
392933	'name	26	5
188855	tiently	26	7
190405	harpham	26	7
688324	sideson	26	7
113545	snch	26	4
189215	kingthe	26	7
468608	hamp	26	4
156267	ilr	26	3
319641	trit	26	4
4480	apof	26	4
694258	stamboul	26	8
78648	rewas	26	5
554581	sixtynine	26	9
78742	masten	26	6
106091	coyenant	26	8
79306	jll	26	3
177184	tosee	26	5
325005	aind	26	4
3697	themin	26	6
627790	'government	26	11
161946	salsbury	26	8
696532	tinction	26	8
170685	readi	26	5
567325	giveness	26	8
326256	readingroom	26	11
169214	alr	26	3
169014	lura	26	4
400515	anol	26	4
85665	ditional	26	8
406936	'whole	26	6
408862	chrit	26	5
166297	hulet	26	5
568966	jobn	26	4
408700	lessly	26	6
566305	avd	26	3
111061	barisal	26	7
172066	grat	26	4
564792	fayston	26	7
405168	twillingate	26	11
404001	numer	26	5
173778	death'	26	6
159740	havethe	26	7
108552	egates	26	6
402441	tralia	26	6
127613	addressedto	26	11
158416	edical	26	6
563607	ack	26	3
174153	ercise	26	6
400672	dusseldorf	26	10
630145	lxxxviii	26	8
562295	ock	26	3
190618	teel	26	4
155683	mediatoriat	26	11
191532	thegospel	26	9
537779	ousand	26	6
424603	anders	26	6
674331	twentysecond	26	12
210806	mowrey	26	6
541073	uointoo	26	7
130567	ution	26	5
329453	moen	26	4
66680	labori	26	6
426762	claverhouse	26	11
641217	dimitri	26	7
7803	arethe	26	6
470899	ilere	26	5
538440	fiftyeight	26	10
64017	sinoffering	26	11
216131	conrey	26	6
218967	connot	26	6
470160	canbe	26	5
378108	oney	26	4
427822	acand	26	5
312562	letus	26	5
219675	fiel	26	4
377264	employe	26	7
331551	inwas	26	5
460655	rior	26	4
222285	immersionists	26	13
688652	elmina	26	6
310832	theprices	26	9
61423	ank	26	3
645559	twere	26	5
432062	marsden	26	7
580591	hindoostan	26	10
105604	abor	26	4
541938	dled	26	4
313843	colenso	26	7
636862	pais	26	4
105771	selfsufficiency	26	15
114896	eould	26	5
637248	appointintuto	26	13
153367	ehall	26	5
154573	houghts	26	7
198090	frie	26	4
198017	saloniki	26	8
315097	particu	26	7
388093	steppings	26	9
315995	sixtythree	26	10
316671	throngh	26	7
550009	daysthe	26	7
635805	deca	26	4
390705	veloped	26	7
202557	dente	26	5
578222	preac	26	5
314190	popula	26	6
545180	vigan	26	5
385115	meetmgs	26	7
90766	'per	26	4
314083	witi	26	4
205091	elffers	26	7
667387	refreshings	26	11
203487	pascoe	26	6
203126	begiven	26	7
22217	bto	25	3
455293	vari	25	4
677326	cebuan	25	6
21874	gies	25	4
24433	ineluding	25	9
331537	gadara	25	6
462090	meetingat	25	9
600085	wissner	25	7
676797	copenhaver	25	10
126814	alll	25	4
456062	bapt	25	4
459313	iterald	25	7
126796	isit	25	4
120094	longneglected	25	13
339228	ihr	25	3
11762	tise	25	4
104927	thoie	25	5
432511	righte	25	6
374472	albrecht	25	8
377189	shepley	25	7
428081	paull	25	5
8212	bayliss	25	7
603050	'beast	25	6
380918	lom	25	3
426640	weste	25	5
380966	necesary	25	8
381886	way'	25	4
6955	rians	25	5
424533	petersburgh	25	11
691600	goc	25	3
691949	tients	25	6
386429	hessey	25	6
387713	yun	25	3
106061	ellicottsville	25	14
390283	cht	25	3
390746	imof	25	4
610554	genoral	25	7
417844	iwas	25	4
394610	thut	25	4
396471	years'	25	6
416385	halidane	25	8
694709	timeto	25	6
414904	aburitt	25	7
413388	dile	25	4
410792	oring	25	5
406238	hallo	25	5
609366	unchangeableness	25	16
688628	bined	25	5
372870	thecause	25	8
600283	eig	25	3
371365	sucha	25	5
452754	phlets	25	6
342335	sinlessness	25	11
451494	usa	25	3
451466	tlae	25	4
19919	purpo	25	5
600399	tua	25	3
451263	iaine	25	5
344958	'rho	25	4
345349	mendi	25	5
346107	ouu	25	3
506	kibben	25	6
15442	farrington	25	10
353010	adveitt	25	7
105125	mousehunt	25	9
612002	timms	25	5
444961	falconio	25	8
13798	spiritu	25	7
361414	'friends	25	8
361659	mell	25	4
440201	bolser	25	6
364835	lessness	25	8
365891	lastnamed	25	9
438217	hein	25	4
437443	interchurch	25	11
437282	tig	25	3
685673	menta	25	5
436125	zile	25	4
369278	tjriah	25	6
369792	onary	25	5
24868	whil	25	4
571368	trutha	25	6
462432	dearmon	25	7
540488	ract	25	4
62620	dayi	25	4
538131	rding	25	5
147018	afi	25	3
214115	herrnhut	25	8
147212	disp	25	4
147643	ifeb	25	4
540122	messer	25	6
149344	dolphijn	25	8
208177	himthat	25	7
643710	larkee	25	6
542994	whichthe	25	8
579114	alvent	25	6
543322	ofthat	25	6
578963	sponsler	25	8
639306	heayen	25	6
578544	mov	25	3
69699	dogmatical	25	10
204097	churoh	25	6
219228	presby	25	6
644289	edito	25	5
652115	imand	25	5
529378	md'town	25	7
235364	bunoa	25	5
56812	pto	25	3
525680	evie	25	4
56849	malietoa	25	8
230481	loca	25	4
229495	ston	25	4
528437	coul	25	4
226753	gibralter	25	9
59510	nio	25	3
536462	oometh	25	6
225334	timea	25	5
530626	hwang	25	5
531911	owledge	25	7
61067	renan	25	5
223355	ociety	25	6
223338	knowlege	25	8
222465	'beautiful	25	10
221347	frcm	25	4
545506	challoner	25	9
545527	laroch	25	6
202168	bestmeans	25	9
173426	mourer	25	6
177015	otirto	25	6
574383	gue	25	3
630261	suppo	25	5
562524	seo	25	3
158853	anct	25	4
629585	bellenden	25	9
174108	venient	25	7
82997	licinius	25	8
172255	similiar	25	8
547330	advertizing	25	11
565670	hicago	25	6
170971	pauncefote	25	10
567461	cme	25	3
567930	rro	25	3
568100	stc	25	3
167983	cyc	25	3
626805	ues	25	3
571056	ernacle	25	7
178052	amot	25	4
88363	loeppke	25	7
179768	iast	25	4
81439	pertle	25	6
198016	hurches	25	7
197334	cing	25	4
548644	atand	25	5
155672	dailyexcept	25	11
550250	wheresoe'er	25	11
550782	igi	25	3
75433	towx	25	4
189585	weet	25	4
155791	andt	25	4
188378	hann	25	4
78531	'bath	25	5
633818	xxviil	25	6
188099	cmsars	25	6
554908	thouand	25	7
554994	cormenin	25	8
632838	vict'ry	25	7
558292	corbaley	25	8
236386	lxxiii	25	6
521564	mudge	25	5
675874	toget	25	5
286202	botsford	25	8
300042	twentyfifth	25	11
297769	heacox	25	6
479502	prindle	25	7
295663	fet	25	3
480029	peothe	25	6
481357	sre	25	3
287861	nesota	25	6
485423	fuchau	25	6
281464	inations	25	8
302913	apand	25	5
280716	ison	25	4
280683	peopleand	25	9
614802	'whose	25	6
278095	portunities	25	11
491718	prr	25	3
491932	britian	25	7
39510	riah	25	4
100894	oleson	25	6
614222	prest	25	5
30029	iif	25	3
583237	cember	25	6
472027	frotn	25	5
463373	ticularly	25	9
322195	forgi	25	5
130172	ick	25	3
468932	oston	25	5
315955	fiv	25	3
131485	usi	25	3
312936	yotir	25	5
470971	gopalganj	25	9
312263	ceedings	25	8
29575	artabanus	25	9
310534	to'be	25	5
102712	cometo	25	6
102166	repor	25	5
308029	buil	25	4
28950	fatic	25	5
307305	warne	25	5
671775	avoy	25	4
305326	tment	25	5
492832	uitenhage	25	9
588662	ammy	25	4
273607	'third	25	6
52630	mysticisms	25	10
262485	druses	25	6
260986	tricts	25	6
258788	ians	25	4
254375	conare	25	6
510300	owers	25	5
511546	eratb	25	5
656427	zwemer	25	6
512133	ects	25	4
655691	olume	25	5
494399	airey	25	5
655688	atio	25	4
654952	peole	25	5
247565	hend	25	4
654674	eor	25	3
246760	moyer	25	5
244063	reekie	25	6
243783	kraushaar	25	9
243041	stuckrath	25	9
502132	swett	25	5
48606	worlda	25	6
501500	confor	25	6
499206	dela	25	4
571093	hassan	25	6
494439	faithand	25	8
272643	lleb	25	4
43044	tey	25	3
496648	ohr	25	3
496684	whicl	25	5
268634	trath	25	5
497264	workto	25	6
497825	ijriah	25	6
497996	oda	25	3
44632	brabourne	25	9
45262	obthe	25	5
587022	culated	25	7
498568	nono	25	4
267742	sery	25	4
267140	rethis	25	6
48233	cul	25	3
40446	tinto	25	5

Report

• line-endings splitting words again.
• recurring roman numeral error where an "l" is attached to the end of a roman numeral. This may be due to the way I removed punctuation.
• many extra "'"s -- will need a way to remove those

Words to Add

• medo
• holies
• fillio
• religio
• reichstag
• disfellowshiped
• besetments
• exode
• harken
• herold
• besetment
• antinomianism
• hinderance
• millerism
• espirito
• czechowski
• distributers
• sinaitic
• haskells
• rulership
• klux
• wesleys
• wesleys
• campbellites
• zinzendorf
• shelterless
• dominicum
• disfellowship
• unrepented
• raptured
• unregenerated
• parousia
• sabbatizing
• arimathea
• reenforcements
• interpositions
• judaizers
• hystaspes
• boastingly
• accidently
• prayerfulness
• rejecters
• ruthenians
• unimpressible
• doubtings
• cumberers
• unfoldings
• bickerings
• protectory
• temporalities
• immersionists
• unchangeableness
• sinlessness
• usa
• spiritu
• mysticisms

Sligo (Sligonian)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('Sligo'),4, 2, "count")

File: 2017-01-04-Spelling-Errors-Sligo.txt
Sligo has 2425 rows

	spell_error	count	word_length
249	sligon	36	6
1214	schwab	30	6
1300	mattingly	22	9
2318	kuppenheimer	20	12
1058	kamoda	15	6
1488	lippart	14	7
1388	dietel	14	6
586	styleplus	14	9
1938	herzog	14	6
1156	rebok	13	5
2321	geibel	13	6
49	flather	12	7
2293	kimonas	12	7
1371	ahrens	11	6
519	ailes	11	5
1335	friedlander	11	11
1849	chesnutt	11	8
1226	greiner	11	7
1973	quartette	10	9
2392	cardia's	10	8
1090	lenoa	10	5
2403	furnishers	10	10
725	slgonian	9	8
2402	woolgar	9	7
1477	grosner	9	7
562	ott	8	3
151	gradye	8	6
1122	kupjian	8	7
2118	kollege	8	7
2197	iverson	8	7
712	hallowe'en	8	10
2233	minola	8	6
2294	chas	8	4
2316	newmyer	8	7
103	blackistone	8	11
909	herbst	8	6
2115	battleford	7	10
1968	estep	7	5
74	schilberg	7	9
558	klothes	7	7
1325	clapp	7	5
615	yoshihiro	7	9
1129	zink	7	4
1243	harkins	6	7
948	woodwardand	6	11
2000	dulany	6	6
1130	coyl	6	4
247	ryneal	6	6
1889	jeffries	6	8
1278	labrot	6	6
302	botsford	6	8
1073	monsen	6	6
1698	feldman	6	7
1693	deitel	6	6
1016	duval	6	5
1485	nevius	6	6
935	iden	6	4
2394	hirsh's	6	7
1326	rozier	6	6
788	muth	6	4
2347	brines	6	6
496	sevrens	6	7
1430	tvedt	6	5
1448	voorhis	6	7
2098	boquets	6	7
94	preferwhether	5	13
1020	colea	5	5
2254	transtrom	5	9
2351	greutman	5	8
141	callier	5	7
765	treible	5	7
667	gerhart	5	7
1853	loasby	5	6
2001	llylel	5	6
1770	beamesderfer	5	12
1726	mercereau	5	9
1700	barto	5	5
1662	carnig	5	6
1529	nanking	5	7
757	ingeborg	5	8
1166	windon	5	6
1420	prohis	5	6
512	wyche	5	5
1357	resseguie	5	9
533	ablewhen	5	8
53	classmen	5	8
592	dyoll	5	5
414	clemen	5	6

Report

Words to Add

• hallowe'en
• classmen

SOL (The Sentinel of Liberty)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('SOL'), 9, 2, "count")

File: 2017-01-04-Spelling-Errors-SOL.txt
SOL has 7887 rows

	spell_error	count	word_length
7320	bsl	79	3
2290	agl	51	3
6457	mutchler	44	8
6427	sabbatteans	38	11
3200	loth	38	4
262	tion	37	4
4502	'the	33	4
4139	farmakis	29	8
7683	ment	28	4
3089	saloonmen	27	9
3896	sundayclosing	26	13
4660	ioo	25	3
5003	wctu	24	4
1777	combinationthe	24	14
4242	kishineff	23	9
5299	faul	22	4
7843	schurman	20	8
717	selfgovernment	20	14
6981	rampolla	20	8
957	ourduty	19	7
6102	allister	19	8
6371	seventhday	19	10
1600	saloonkeepers	19	13
6735	sundayno	19	8
7365	theliquor	18	9
6441	socalled	17	8
5179	'of	16	3
180	platt	16	5
4775	tions	15	5
6932	saloonkeeper	15	12
3487	pre	15	3
6541	thos	14	4
3115	birney	14	6
2287	sundayenforcement	14	17
1808	chas	14	4
2934	temperanceand	13	13
6835	'to	13	3
1835	tien	13	4
4509	tsin	12	4
7044	churchand	12	9
1524	muskoka	12	7
4292	milman	12	6
5162	guidi	12	5
1593	grocerymen	11	10
5727	satolli	11	7
5720	birnie	11	6
270	sundaylaw	11	9
1617	ricans	11	6
1411	hine	10	4
3165	'with	10	5
1350	parte	10	5
622	mala	10	4
7435	gohier	10	6

Report

Words to Add

• sabbatteans

ST (Signs of the Times)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('ST'), 9, 2, "count")

File: 2017-01-04-Spelling-Errors-ST.txt
ST has 218759 rows

	spell_error	count	word_length
143577	tion	2185	4
113227	'the	1527	4
183046	eze	1301	3
188020	altho	1275	5
6577	ment	1184	4
23300	pre	791	3
194004	ets	791	3
49006	'of	782	3
3487	sel	778	3
17579	tions	614	5
145305	mal	565	3
199614	'to	543	3
72990	aro	534	3
131547	'and	531	4
41155	ments	497	5
158770	chas	451	4
11333	ence	431	4
80289	seventhday	392	10
145362	ful	370	3
95919	ers	358	3
5804	ance	354	4
62335	ple	340	3
212384	fbr	340	3
40743	ble	325	3
31478	stuttle	316	7
101645	ity	313	3
63492	'that	303	5
204350	sabbathschool	296	13
2720	'in	287	3
121226	thoroly	266	7
135817	tian	263	4
182936	'em	262	3
7277	ent	259	3
124363	geikie	253	6
130927	igns	250	4
64628	synagog	240	7
176478	thruout	239	7
60157	'is	237	3
139992	gigno	234	5
67187	ofthe	233	5
28654	tht	226	3
97836	sabbaton	224	8
191291	ber	213	3
137965	cigaret	204	7
218177	clure	199	5
113457	ous	199	3
203045	thi	197	3
1568	dren	196	4
20492	ure	194	3
42426	gilfillan	193	9
107206	tle	192	3
28458	mis	191	3
141254	allister	189	8
122747	employes	188	8
122164	'be	178	3
183217	lld	178	3
115487	tbe	175	3
143065	inthe	175	5
120831	neander	166	7
186303	ther	163	4
65198	arv	163	3
14795	'for	157	4
105796	cruden	157	6
111276	mandments	152	9
42696	moneyorders	149	11
49084	twentyfive	149	10
4852	thoro	147	5
98269	overcomer	147	9
120282	gign	147	4
51282	ioo	146	3
76415	robb	145	4
209182	ceived	142	6
172962	cigarets	142	8
157667	ver	142	3
28556	'he	140	3
124562	eral	139	4
115900	ters	139	4
90237	'neath	139	6
110014	nal	138	3
115619	socalled	138	8
133260	ith	137	3
92821	sionary	137	7
17679	'not	136	4
111835	tem	136	3
108430	ise	135	3
18098	ght	135	3
141626	'as	134	3
144909	'it	132	3
203017	sions	130	5
162787	thos	130	4
49140	ures	129	4
89982	peo	129	3
22520	'by	127	3
104369	tite	125	4
72036	ished	124	5
133856	sus	123	3
193729	mony	123	4
54255	ary	123	3
59052	eousness	123	8
157613	sigjts	123	6
125124	hetty	120	5
6488	ots	119	3
59975	ference	119	7
201761	tay	117	3
62585	ject	117	4
10945	dred	117	4
69703	'his	116	4
122466	tive	115	4
188546	wmeo	113	4
4501	weiherweg	113	9
22626	fora	113	4
120303	heruli	113	6
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215459	tillie	65	6
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104966	cudney	64	6
80705	stundists	63	9
170542	ite	63	3
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120390	ened	62	4
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3335	'cause	62	6
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126463	diaglott	62	8
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174130	englandn	61	8
146464	sigxs	60	5
25685	ves	60	3
4785	anb	60	3
122883	chil	60	4
119587	mian	60	4
211490	'their	60	6
201862	pasqual	60	7
103468	rawlinson	59	9
74059	ligion	59	6
130985	tlie	59	4
165062	cready	59	6
51119	thibet	59	6
126134	ries	59	4
209890	acta	59	4
95262	theni	59	5
12262	'him	59	4
47984	iglu	59	4
155595	ists	58	4
164617	bonar	58	5
98608	spiritistic	58	11
84556	tance	58	5
159493	psuche	58	6
166482	ithe	58	4
119505	befbre	58	6
33085	eous	58	4
145372	agl	58	3
19332	ine	57	3
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158607	tainly	57	6
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171509	howson	57	6
24307	servian	57	7
148161	'there	57	6
133871	hini	56	4
28805	tobe	56	4
42697	bab	56	3
3548	hea	56	3
131404	imo	56	3
131555	swer	56	4
215542	liddell	56	7
28190	ecy	56	3
186398	ood	56	3
84891	terest	55	6
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66467	marthy	55	6
213465	f'rom	55	5
40345	knowl	55	5
82408	nity	55	4
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58329	beand	54	5
155197	tabal	54	5
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88569	conybeare	53	9
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188396	sangster	53	8
150920	delwin	53	6
31831	prin	53	4
77490	cer	53	3
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179411	'er	52	3
8657	godgiven	52	8
66078	'you	52	4
120459	thei	52	4
44093	'shall	52	6
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36997	'round	51	6
158951	parowax	51	7
138104	haps	51	4
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65664	honorius	51	8
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207993	baptizo	50	7
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137897	nection	45	7
139500	ately	45	5
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52455	pany	45	4
114671	sayce	45	5
108511	'day	45	4
20785	dience	45	6
66667	dyo	45	3
89697	nee	45	3
18318	gression	45	8
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121285	urrection	45	9
80152	sabbathkeeping	45	14
139234	agt	45	3
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58008	lic	45	3
40307	thb	44	3
178864	manit	44	5
47497	ingly	44	5
190901	uld	44	3
135792	onehalf	44	7
28440	ecel	44	4
95223	ister	44	5
61465	timis	44	5
164317	mies	44	4
152143	pression	44	8
55152	ribton	44	6
121322	lieved	44	6
153416	'had	44	4
190740	mation	44	6
127755	clintock	44	8
45426	ders	44	4
111026	ica	44	3
154041	'so	44	3
157513	conof	44	5
138829	eis	43	3
112993	'great	43	6
136134	und	43	3
47366	fromthe	43	7
78173	neces	43	5
2907	pri	43	3
98734	ces	43	3
196101	sio	43	3
16581	follo	43	5
57903	nant	43	4
182728	belleau	43	7
27900	tism	43	4
77776	ferent	43	6
133787	'man	43	4
2249	twentythree	43	11
134822	stantly	43	7
156636	demption	42	8
67358	ually	42	5
35014	storer	42	6
66777	ission	42	6
93832	heav	42	4
23658	nabonadius	42	10
17991	rumseller	42	9
33923	onthe	42	5
140909	bahler	42	6
183700	indi	42	4
169060	tele	42	4
38816	akersgaden	42	10
26897	sabbatone	42	9
154072	milman	42	6
88036	societya	42	8
55803	bituarg	42	7
103707	correa	42	6
56735	tfie	42	4
108364	'us	42	3
8437	selfcontrol	42	11
32880	bility	42	6
31706	ita	42	3
24782	comin	41	5
179087	rious	41	5
129425	herzog	41	6
32173	ously	41	5
215427	'work	41	5
92297	cetera	41	6
21143	ele	41	3
85543	withthe	41	7
7145	heartedness	41	11
25643	ameer	41	5
49932	atthe	41	5
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82381	iiriah	41	6
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68270	ott	41	3
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121374	worthie	40	7
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216377	ferred	40	6
167442	fiske	40	5
6757	worldthe	40	8
123448	cles	40	4
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131202	quently	40	7
22899	litch	40	5
137113	'tie	40	4
80935	stitution	40	9
136114	comthe	40	6
55040	twentyseven	40	11
99379	tsin	40	4
133986	tality	40	6
218535	weyler	40	6
2937	godand	40	6
110730	gcd	40	3
49668	'my	40	3
51089	neo	40	3
82123	ani	40	3
176885	me'	40	3
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24723	vealed	40	6
81792	sundaylaw	39	9
113168	spect	39	5
59766	thirtyfive	39	10
176501	accom	39	5
72322	tae	39	3
12295	ekklesia	39	8
164228	servance	39	8
201289	giv	39	3
7760	gos	39	3
109182	nected	39	6
170171	cially	39	6
15921	pago	39	4
98047	tures	39	5
170717	valens	39	6
46222	lan	39	3
126305	hich	39	4
184489	wyomingj	38	8
35028	dixville	38	8
105874	stimme	38	6
185820	trated	38	6
35451	welldoing	38	9
193604	bluine	38	6
214024	noth	38	4
33583	fering	38	6
95998	idolators	38	9
106048	taining	38	7
127217	societyt	38	8
217783	serv	38	4
208109	gadara	38	6
79228	fornia	38	6
171267	ough	38	4
216269	ible	38	4
191106	ramabai	38	7
30110	nent	38	4
56579	columbiau	38	9
149906	tra	38	3
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128943	ffiigno	38	7
161515	collecta	38	8
31796	cies	38	4
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79951	godward	37	7
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53853	lig	37	3
108551	ctesar	37	6
165790	sigits	37	6
143476	kibbin	37	6
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153984	exthe	37	5
81741	wid	37	3
119752	apd	37	3
120450	'life	37	5
56096	thatthe	37	7
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201048	mavity	37	6
146676	sheckler	37	8
81287	stilicho	37	8
26535	outbreaking	37	11
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58791	lifethe	37	7
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32966	onr	36	3
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180470	mee	36	3
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48064	hyslop	36	6
6599	mccready	36	8
172103	ork	36	3
88652	lege	36	4
127450	smerdis	36	7
186617	valentinian	36	11
96922	bannerman	36	9
44368	tention	36	7
27822	renewalor	36	9
204331	ving	36	4
203526	oldfashioned	36	12
78238	pacificn	36	8
33580	martyrum	36	8
183765	iso	36	3
204056	cwsar	35	5
74799	twentyeight	35	11
125819	ineo	35	4
201600	whieh	35	5
189318	tre	35	3
97362	sidered	35	7
90846	dif	35	3
203720	passe	35	5
109215	lence	35	5
193420	mittee	35	6
135293	ception	35	7
213133	fested	35	6
32395	ohl	35	3
105950	testi	35	5
46807	ciety	35	5
63280	als	35	3
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47919	phila	35	5
34877	ote	35	3
24568	'more	35	5
92997	'before	35	7
32232	ackersgaden	35	11
213753	nes	35	3
19273	suf	35	3
17886	employe	35	7
203108	hrist	35	5
71871	fullpage	35	8
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96705	woful	34	5
33327	morer	34	5
38276	kalamath	34	8
56356	ril	34	3
201364	ities	34	5
73973	vided	34	5
61816	sumed	34	5
14307	peared	34	6
126670	wofully	34	7
97210	'twixt	34	6
10753	twentysix	34	9
99733	liv	34	3
168102	lov	34	3
119326	doin	34	4
168758	quicksburgh	34	11
45259	uary	34	4
146534	nox	34	3
72486	scudder	34	7
8823	ury	34	3
197510	wahrheit	34	8
125242	tts	34	3
49239	chapelle	34	8
105820	tennesseej	34	10
134639	ress	34	4
206480	tir	34	3
15329	tio	34	3
157178	him'	34	4
180109	nas	34	3
119331	labberton	34	9
167022	eter	33	4
87054	usward	33	6
195339	portance	33	8
39154	kinau	33	5
73830	selfsacrifice	33	13
177583	jects	33	5
130060	repre	33	5
91021	sabbathschools	33	14
141045	day'	33	4
92893	tial	33	4
133128	hillis	33	6
171266	benj	33	4
90088	hurd	33	4
183317	zittel	33	6
76495	stemple	33	7
171545	atto	33	4
148806	lcox	33	4
102847	fide	33	4
211139	churchand	33	9
4208	cormick	33	7
59347	manitobaw	33	9
11569	minton	33	6
211120	tinued	33	6
165897	shal	33	4
58531	ety	33	3
101233	servasti	33	8
115446	'any	32	4
190959	itual	32	5
96727	ventists	32	8
141776	reto	32	4
43063	mands	32	5
22961	plete	32	5
84430	pers	32	4
122372	'men	32	4
91362	dia	32	3
14018	trary	32	5
90041	cided	32	5
84317	christain	32	9
184982	ince	32	4
154293	manthe	32	6
125569	enly	32	4
112535	hodgson	32	7
182953	prea	32	4
159643	leavitt	32	7
148606	nally	32	5
109061	twoscore	32	8
126191	kee	32	3
143211	facto	32	5
17808	'times	32	6
165139	parvo	32	5
55433	breth	32	5
11751	ination	32	7
205396	kaeo	32	4
15889	sults	32	5
1244	gence	32	5
58280	busi	32	4
100934	theodoret	32	9
74147	tunity	32	6
139882	spurrell	32	8
177707	ars	32	3
49454	yom	32	3
201458	clared	32	6
17236	ciple	32	5
195094	themand	32	7
154851	sation	32	6
95832	vis	32	3
8541	ame	31	3
196394	ged	31	3
198865	corean	31	6
65952	mangareva	31	9
2733	beto	31	4
25029	lllll	31	5
25100	farreaching	31	11
63041	cumstances	31	10
187680	'people	31	7
210132	'if	31	3
183763	ishment	31	7
195677	hese	31	4
46620	ews	31	3
217622	fbund	31	5
86386	itit	31	4
52394	longimanus	31	10
6492	sult	31	4
73135	hiin	31	4
7152	impor	31	5
39632	disthe	31	6
70397	austro	31	6
125000	menced	31	6
4842	spired	31	6
183172	cho	31	3
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128689	krueger	10	7
128357	'fire	10	5
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35580	elle	10	4
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35331	rew	10	3
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40547	articitz	10	8
40443	culloch	10	7
40435	brorson	10	7
179251	monowai	10	7
179541	onal	10	4
179585	baptizein	10	9
92428	zorkers	10	7
92505	dantly	10	6
130817	zituto	10	6
180065	goodfellow	10	10
39248	umph	10	4
92984	haub	10	4
39028	dayi	10	4
180787	teries	10	6
180829	rily	10	4
181309	bampton	10	7
129164	frien	10	5
162064	flicted	10	7

Report

• line ending problems
• thesignsofthetimes -> title error occurring 24 times.

Words to Add

• sabbaton
• overcomer
• burgundians
• spiritistic
• honorius
• nabonadius
• ekklesia
• valentinian
• bannerman
• arians
• dragonic
• hussites
• spiritists
• rappings
• bartimeus
• unroofed
• distributer
• fulfilments
• cesarea
• quartette
• restraineth
• gipsy
• vicarius
• itinerating
• horatius
• demoniacs
• quitted
• unrebuked
• sermonets
• placidia
• embezzlements
• unrepentable
• unstinted
• helpmeet
• pedobaptists
• sabbatize
• saintship
• wailings
• chaldaic
• lacunza
• substitutionary
• spiritist
• overturnings
• epiphanius
• plentitude
• zionistic
• naturedly
• colaborer
• idolator
• soulism
• quartettes
• creatorship
• almsgiving
• ignatian
• epiphaneia
• antigonus
• zionward
• alexandrinus
• licinius
• ecstacy
• legalists
• reprobated
• sabbatum
• bolshevists
• mummeries
• waldensians
• metaphrastes
• extortions
• harkening
• repellant
• unpardoned
• taborites
• embryotic
• defilements
• baalism

SUW (Southern Union Worker | Southern Tidings)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('SUW'), 9, 2, "count")

File: 2017-01-04-Spelling-Errors-SUW.txt
SUW has 35161 rows

	spell_error	count	word_length
33462	bfl	912	3
2585	agts	838	4
30115	chas	433	4
33942	ords	415	4
10650	bracy	289	5
15563	vagh	282	4
26188	wks	264	3
14101	billups	241	7
17041	chastain	238	8
22054	lennan	233	6
33542	seventhday	219	10
5501	peevy	210	5
18471	schroader	205	9
28371	reichenbach	205	11
33473	ppe	203	3
21102	chenault	193	8
4971	'the	191	4
22854	colrey	191	6
1757	tew	175	3
17521	sof	172	3
29186	ppp	170	3
19603	allman	164	6
34911	thos	157	4
9021	tion	149	4
19270	manous	147	6
28960	ern	138	3
16411	winkler	132	7
17156	hustburg	131	8
28907	griffiths	129	9
18416	bfi	127	3
24703	ference	125	7
31331	lura	122	4
29503	cannada	121	7
3918	allran	113	6
19487	ntp	113	3
2744	cennessee	112	9
17989	rayford	106	7
5040	parkins	104	7
28625	'of	98	3
2688	bodwell	97	7
9029	morphew	96	7
1811	mis	95	3
16723	sabbathschool	93	13
22797	ioo	92	3
14794	ence	90	4
19497	sofp	88	4
15219	deliv'd	86	7
11173	berdon	85	6
16527	ewald	84	5
19324	millar	84	6
25736	deliv	84	5
7666	hirst	78	5
25611	whitford	78	8
30371	pre	77	3
5655	wor	76	3
28301	charlsey	76	8
29340	ridder	76	6
23472	elhany	72	6
17905	minnis	70	6
34715	memb	70	4
2890	romines	69	7
25891	womack	69	6
32592	krauss	69	6
7571	'to	69	3
21563	reiber	68	6
25313	jno	67	3
18425	sherer	67	6
18212	parizetta	67	9
16221	ment	67	4
18671	perthia	66	7
2099	achenbach	65	9
17520	ber	64	3
28746	'and	64	4
18144	ers	64	3
9210	ellabama	63	8
3500	'in	62	3
33738	tri	61	3
12760	frisby	60	6
24067	stoc	60	4
19041	ypmv	60	4
19234	totalsa	59	7
20909	lettie	59	6
1025	garrigan	59	8
28737	twentyfive	57	10
14968	cheshier	57	8
2461	neill	57	5
21808	ppv	56	3
20272	leod	56	4
19583	lanier	56	6
14420	drbr	56	4
15118	sewellton	56	9
2544	shasky	56	6
32096	sie	55	3
29980	bpi	54	3
4938	sellars	52	7
6275	pendas	51	6
12911	elford	51	6
25814	sabbathkeepers	51	14
29296	woodall	51	7
239	amountpaidto	50	12
31514	etheredge	50	9
22553	walbert	50	7
30667	brod	50	4
13060	zalabak	50	7
10756	conaughey	49	9
10296	mof	49	3
31091	latitia	49	7
16571	auxier	49	6
9754	itentuchp	49	9
23190	linyear	48	7
23291	hoox	47	4
16976	drouth	46	6
10461	ple	45	3
5762	ashlock	45	7
24361	efl	45	3
9102	thiel	45	5
6166	kroeger	45	7
31139	walen	44	5
11245	mal	44	3
32925	amountshort	44	11
16621	ofthe	44	5
15641	tatman	44	6
30965	ith	44	3
24256	stagg	43	5
21722	moomaugh	43	8
9444	ent	43	3
17838	cleve	43	5
29135	tyus	42	4
25099	peo	42	3
10302	hightower	42	9
17519	gatton	42	6
17260	felia	41	5
4782	gcpg	41	4
6940	deily	41	5
20865	eachern	41	7
28876	tolman	40	6
3536	kee	40	3
28428	har	40	3
12140	twentyfourth	40	12
25768	secretaryand	40	12
16683	williman	40	8
30430	mundy	39	5
10466	amountdueto	39	11
16496	pfeiffer	39	8
12356	loth	39	4
29188	rahn	39	4
10748	tyrer	39	5
34430	iwk	39	3
20076	hinshaw	39	7
8035	drue	39	4
5267	dobb	39	4
16988	brn	39	3
14934	thi	38	3
13711	ess	38	3
17609	jobe	38	4
4456	strawhun	38	8
24638	eze	38	3
25940	yamacraw	38	8
23071	brdr	38	4
7625	'is	37	3
29249	ryals	37	5
11309	ful	37	3
20213	odbr	37	4
28426	philpott	36	8
27269	kerley	36	6
22932	tions	36	5
28868	guire	36	5
19235	'for	35	4
34563	kinnon	35	6
19215	rooker	35	6
22303	artress	34	7
2970	woric	32	5
27944	repo	32	4
15490	sionary	32	7
23887	cutchville	32	10
31584	chalmer	32	7
17426	inabinet	31	8
26486	granoil	31	7
23937	tyer	31	4
2014	goin	31	4
1229	sel	31	3
23547	'union	31	6
7182	inthe	31	5
5135	celestia	31	8
9723	cic	31	3
33305	vassing	30	7
28504	quinnie	30	7
33290	alsie	30	5
8599	soo	30	3
29542	schneckloth	30	11
29252	hallsted	29	8
17909	pergande	29	8
17493	emelia	29	6
17107	halcom	29	6
2690	'are	29	4
32436	delvd	28	5
31519	oth	28	3
843	conperence	28	10
34686	greentree	28	9
19622	eral	28	4
17251	lbouse	28	6
17612	bri	28	3
25212	bickett	28	7
24533	emmerson	28	8
6822	worlc	28	5
18687	runie	28	5
19970	ezell	28	5
16576	judkins	27	7
32717	sec'r	27	5
33396	floy	27	4
29940	stowall	27	7
17282	drck	27	4
1060	aweek	26	5
18886	belue	26	5
22425	schemell	26	8
24421	spraggs	26	7
31486	fevre	26	5
27545	cowat	26	5
6200	prin	26	4
11525	gcck	26	4
6129	anb	26	3
4977	drbfl	26	5
28036	swimm	26	5
9952	lorren	26	6
5636	longware	26	8
10433	mits	26	4
24715	maltsugar	25	9
31960	eason	25	5
18013	ott	25	3
17766	ble	25	3
16586	wcrk	25	4
16493	loftin	25	6
27108	ver	25	3
30428	'worker	25	7
2520	masie	25	5
19881	eyster	25	6
16907	gastauer	25	8
32861	crowson	24	7
26628	conolly	24	7
17506	chil	24	4
21624	cheatham	24	8
73	ary	24	3
10489	huxtable	24	8
5603	kirkham	24	7
9274	carnes	24	6
7748	sout	24	4
2033	dren	24	4
11926	sabbathschools	24	14
3086	ibouse	24	6
6858	fff	24	3
33561	onference	23	9
15528	ren	23	3
31537	lytha	23	5
16590	'be	23	3
29303	onehalf	23	7
30762	'will	23	5
18334	jenevein	23	8
8834	rahm	23	4
12353	schafer	23	7
8973	tothe	23	5
8079	wil	22	3
15404	marable	22	7
7942	tbe	22	3
16422	'this	22	5
3150	tem	22	3
26067	ool	22	3
26801	agtsi	22	5
12721	bosw	22	4
31955	littell	21	7
11717	por	21	3
11334	foree	21	5
11987	forthe	21	6
22435	gcbf	21	4
11879	'that	21	5
15113	minton	21	6
6513	emi	21	3
10384	ork	21	3
25575	iso	20	3
20866	cramer	20	6
4493	ele	20	3
28486	lenna	20	5
6760	porteur	20	7
16426	goldcamp	20	8
9861	kokofat	20	7
6554	selfsupporting	20	14
2432	bpl	20	3
34695	schooland	20	9
7239	'work	20	5
18267	ments	20	5
20513	nutfoda	20	7
15544	brck	20	4
15108	juv	20	3
3795	loletta	20	7
3357	clevenger	20	9
13002	woon	20	4
34330	loutstana	20	9
32152	farney	20	6
27224	bom	20	3
24344	'at	19	3
24329	insti	19	5
27186	bfbr	19	4
29749	accts	19	5
1302	gorich	19	6
34609	classie	19	7
10355	weathington	19	11
12619	colvin	19	6
23470	hurlbutt	19	8
23259	educationaland	19	14
7287	porteurs	19	8
13680	widger	19	6
15483	elo	19	3
9183	phail	19	5
29498	fora	19	4
9833	brgc	19	4
3316	inser	19	5
5524	wilfong	19	7
3113	wiggan	19	6
31803	riter	18	5
20262	friberg	18	7
23208	ississippi	18	10
31907	suc	18	3
28930	radeke	18	6
7744	brpg	18	4
31717	mit	18	3
7514	ance	18	4
7607	balew	18	5
30576	zennessee	18	9
6528	dar	18	3
14974	sedore	18	6
26514	ettabama	18	8
28255	cer	18	3
5180	sabbathkeeper	18	13
5936	theo	18	4
23300	clure	18	5
6784	allister	18	8
25749	ciety	18	5
23733	eworr	18	5
30464	marr	18	4
5149	twentycent	18	10
15167	lhouse	18	6
29759	lle	17	3
26142	'have	17	5
9286	benj	17	4
1147	seard	17	5
9216	kno	17	3
34234	tian	17	4
14919	lishing	17	7
14870	sho	17	3
8789	sulzer	17	6
1960	ture	17	4
28179	millerdr	17	8
31429	louistana	17	9
14136	ery	17	3
2761	mittee	17	6
17922	reames	17	6
30357	'publishing	17	11
21550	follo	17	5
7540	ingham	17	6
2429	orker	17	5
30411	colpor	17	6
2814	portant	17	7
33100	eufola	17	6
23581	carmichaelnof	16	13
27291	swallen	16	7
19446	mony	16	4
3598	pers	16	4
22885	ceived	16	6
30925	hlabama	16	7
31394	ington	16	6
3302	maga	16	4
24458	bfdr	16	4
3734	pri	16	3
3403	agt	16	3
25039	olvin	16	5
29153	ood	16	3
25422	'was	16	4
6580	hsi	16	3
28932	stenburg	16	8
32681	grisham	16	7
34627	repre	16	5
9755	breth	16	5
32778	speyer	16	6
12171	isc	16	3
19022	twentytwo	16	9
32378	centsa	16	6
33965	fil	16	3
15237	ioi	16	3
9010	wooley	16	6
32849	cready	16	6
16015	prayermeeting	16	13
16206	sudduth	16	7
18643	voy	16	3
18234	lished	16	6
7738	schuster	15	8
25155	lacotte	15	7
6411	ker	15	3
15984	outhern	15	7
30025	cowart	15	6
32504	ome	15	3
24648	rrill	15	5
680	lkentuchp	15	9
33580	'we	15	3
93	ooo	15	3
22242	it'	15	3
24463	borgess	15	7
11625	whi	15	3
10299	prr	15	3
24015	tobe	15	4
23942	ders	15	4
23714	evs	15	3
772	kuebel	15	6
1017	phall	15	5
10789	'our	15	4
3012	beaird	15	6
17099	nessee	15	6
18379	perience	15	8
14733	am'tforyearcperwk	15	17
8201	wkbr	15	4
9118	ruhl	15	4
19531	vinnie	15	6
4685	dof	15	3
6996	scho	15	4
14073	rker	15	4
4577	lecta	15	5
28384	'mouse	15	6
389	thweatt	15	7
29312	bers	15	4
4180	terest	15	6
29375	'by	15	3
15428	stegall	15	7
25781	nion	15	4
34891	nference	14	8
922	willbe	14	6
13427	neumann	14	7
11373	klindt	14	6
166	sofr	14	4
29758	gossom	14	6
4970	ordieres	14	8
24276	sawers	14	6
4740	ther	14	4
14026	missi	14	5
14195	camprneeting	14	12
14908	sions	14	5
16134	mrsc	14	4
5341	ress	14	4
8975	cenneesee	14	9
2825	jeanetta	14	8
21355	coun	14	4
20423	cenneseee	14	9
8932	litentuchp	14	10
19180	ily	14	3
9937	oks	14	3
2594	mtsc	14	4
19986	alby	14	4
1994	revans	14	6
18623	churchmember	14	12
2021	simshauser	14	10
30847	dittmer	14	7
7921	dickman	14	7
29676	vories	13	6
12214	gilvrey	13	7
32502	runa	13	4
20971	bce	13	3
21075	degr	13	4
33257	ventists	13	8
21312	couraging	13	9
31179	'neath	13	6
6125	orleansi	13	8
33877	brhm	13	4
729	'can	13	4
15029	ille	13	4
7914	lation	13	6
20779	lieve	13	5
12596	beauford	13	8
21869	alene	13	5
14224	messagefilled	13	13
27521	mofx	13	4
12703	hillard	13	7
20134	edu	13	3
20084	denoyer	13	7
28129	fec'y	13	5
31744	christel	13	8
31805	tolhurst	13	8
241	whidden	13	7
13083	blount	13	6
21840	ventist	13	7
12917	'house	13	6
7246	sev	13	3
7374	hite	13	4
16707	ving	13	4
12987	erence	13	6
24197	highsmith	13	9
23753	lennie	13	6
742	onie	13	4
7124	thirtyfive	13	10
31061	bozarth	13	7
11680	schomburg	13	9
16558	swartzbaugh	13	11
17005	studt	13	5
11713	dif	13	3
16563	dorman	13	6
10357	arey	13	4
2527	orde	13	4
21880	itentuchv	13	9
22994	ras	13	3
17183	lohr	13	4
4983	meiklejohn	12	10
17483	norred	12	6
27445	retary	12	6
3924	zoth	12	4
4014	wer	12	3
10439	harwell	12	7
30814	ckbr	12	4
10709	torchlights	12	11
3406	reportof	12	8
27945	bailes	12	6
30458	ople	12	4
13818	vassers	12	7
13433	moberg	12	6
7055	vox	12	3
10388	southernunion	12	13
5173	busi	12	4
1950	'he	12	3
28456	kimmell	12	7
31999	andersoncx	12	10
1391	andthe	12	6
6454	tember	12	6
18165	nent	12	4
24536	kenzie	12	6
25149	hav	12	3
31165	'from	12	5
33717	itt	12	3
21640	nutcysa	12	7
16054	accom	12	5
29802	lngathering	12	11
9919	sehool	12	6
11841	rns	12	3
25772	asso	12	4
11413	pla	12	3
12093	anse	12	4
23062	'not	12	4
2986	goin'	12	5
3258	ist	12	3
15019	stegal	12	6
10238	nee	12	3
31532	cleora	12	6
7751	'do	12	3
26851	mettie	12	6
1726	sti	11	3
3731	savelle	11	7
35073	gudmundson	11	10
29035	ffi	11	3
29162	calloway	11	8
490	tered	11	5
29352	nof	11	3
30121	thr	11	3
29559	dollaway	11	8
33135	ise	11	3
32369	ous	11	3
35160	ckppf	11	5
7005	marcum	11	6
21789	washam	11	6
15328	zath	11	4
24116	edw	11	3
6788	fli	11	3
23243	worke	11	5
16378	ogro	11	4
22970	hollus	11	6
22861	diggs	11	5
22822	perance	11	7
22717	onethird	11	8
22372	smithck	11	7
16449	sible	11	5
21868	wkcx	11	4
10876	dolorosa	11	8
24544	cockran	11	7
21404	drbf	11	4
16987	ust	11	3
10509	cated	11	5
10394	appre	11	5
20372	foi	11	3
7992	tes	11	3
10007	odorized	11	8
17718	mork	11	4
8568	bruns	11	5
17988	oppor	11	5
18126	publisbing	11	10
18734	tentuchp	11	8
24525	betts	11	5
18339	ngathering	11	10
26632	shaskey	11	7
25784	loutsiana	11	9
27885	partment	11	8
12238	sociation	11	9
13267	sissippi	11	8
4657	lorde	11	5
13959	iden	11	4
26582	twentyeight	11	11
26515	fromthe	11	7
12793	nox	11	3
27437	sed	11	3
28647	glatter	11	7
27774	balsbaughcc	11	11
12495	ould	11	4
28834	mak	11	3
15049	dered	11	5
5997	thein	11	5
6135	experi	11	6
6144	woodie	11	6
17538	patsey	10	6
17316	cuans	10	5
10265	rollingburg	10	11
9707	ceive	10	5
13320	nct	10	3
9362	myer	10	4
1541	pps	10	3
1560	portunity	10	9
32816	sug	10	3
35125	'br	10	3
34164	benefitted	10	10
33304	ses	10	3
1028	garrard	10	7
33959	serv	10	4
15827	dition	10	6
16298	iller	10	5
9290	ough	10	4
33726	pfund	10	5
14867	kingsfield	10	10
16395	cobbs	10	5
33606	raulerson	10	9
14537	almendro	10	8
351	ica	10	3
16526	nfl	10	3
11129	oaklevel	10	8
10907	boliman	10	7
13552	andi	10	4
13331	thework	10	7
3764	ciples	10	6
20065	selfdenial	10	10
32431	tle	10	3
5917	fhalt	10	5
30840	twentyfour	10	10
23241	esr	10	3
6726	terested	10	8
6703	fdr	10	3
24277	unionworker	10	11
24475	schroder	10	8
30080	nce	10	3
6353	forland	10	7
25693	deh	10	3
5812	begani	10	6
32203	sentatives	10	10
5326	hurstburg	10	9
26585	cour	10	4
5325	'pertaining	10	11
26755	ure	10	3
27043	conferen	10	8
27938	orpheum	10	7
29204	cial	10	4
28494	liorr	10	5
4097	ine	10	3
22766	boilman	10	7
30942	gradye	10	6
21891	wha	10	3
7684	brt	10	3
9041	talge	10	5
18955	associa	10	7
9024	bizzell	10	7
19084	froni	10	5
8984	onthe	10	5
19431	truthfilled	10	11
8313	'people	10	7
19901	iiii	10	4
31678	'all	10	4
31666	sangster	10	8
29091	turvy	10	5
20483	hazeltonmisc	10	12
20790	hapur	10	5
20946	'they	10	5
2068	tht	10	3
21124	schickli	10	8
21408	cellent	10	7
31325	ioc	10	3
31183	sented	10	6
23866	wkithersoever	10	13

Report

• lots of people names
• line endings?

Words to Add

• dolorosa
• odorized
• orpheum

TCOG (The Church Officers Gazette)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('TCOG'), 9, 2, "count")

File: 2017-01-04-Spelling-Errors-TCOG.txt
TCOG has 10136 rows

	spell_error	count	word_length
5831	'the	106	4
8140	eze	59	3
2897	mal	55	3
2492	'of	51	3
6006	mayta	45	5
4803	tbe	45	3
6951	scudder	40	7
2630	'and	39	4
8792	'to	38	3
7083	agtte	36	5
6087	missi	35	5
8918	seventhday	33	10
7709	hsi	33	3
8872	hasan	28	5
71	epartment	27	9
7036	cburth	25	6
7958	hunchy	24	6
3343	cburtb	24	6
4140	'in	24	3
1977	'for	22	4
2122	tion	22	4
4553	pre	21	3
4260	'be	18	3
1161	puno	18	4
5237	neesima	17	7
6241	cburcb	17	6
2929	outschools	17	10
9194	metlakahtla	15	11
6846	crehore	14	7
9096	tne	14	3
5301	tay	13	3
7168	thi	13	3
9914	nez	13	3
7032	perces	13	6
7558	idona	12	5
2289	'he	12	3
7781	ise	12	3
8126	jule	12	4
2374	goin	12	4
1768	soulwinning	12	11
3281	occum	12	5
1750	gon	11	3
7956	'em	11	3
9001	'was	11	4
8869	dilawur	11	7
10135	legiac	11	6
2682	'all	11	4
229	him'	11	4
5325	alf	11	3
3160	buresala	11	8
7906	seino	10	5
8115	nyasaland	10	9
2341	johan	10	5
5913	you'	10	4
1439	obookiah	10	8
2619	twentyfive	10	10
3939	wantedyoung	10	11
3615	'that	10	5
3517	serkey	10	6
9331	aette	10	5
9895	ment	10	4
2745	'his	10	4

Report

Words to Add

none

TMM (The Missionary Magazine)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('TMM'), 4, 2, "count")

File: 2017-01-04-Spelling-Errors-TMM.txt
TMM has 6256 rows

	spell_error	count	word_length
4361	raratonga	43	9
3409	buluwayo	37	8
4101	carthy	20	6
1813	karmatar	20	8
1260	stauffer	20	8
1743	kalaka	20	6
2049	hausaland	19	9
2626	okohira	18	7
6066	hasegawa	18	8
5005	couva	17	5
299	sul	17	3
2234	basle	17	5
4942	schwantes	17	9
5688	sabbathschool	16	13
5750	tongatabu	15	9
5871	raiatea	15	7
5101	seventhday	15	10
4909	helsingfors	14	11
1087	zambesi	14	7
3775	ioo	14	3
1536	parana	13	6
4326	ventists	13	8
2978	mangaia	13	7
2167	ruatan	12	6
4014	shiba	12	5
5301	crespo	12	6
3880	rosas	12	5
72	gosmer	12	6
5798	truxillo	11	8
5355	spreckels	11	9
2965	hungaria	11	8
2379	okahira	11	7
1336	mis	11	3
4877	arrowauks	11	9
1331	ricans	11	6
5495	talafo	10	6
2193	caribbees	10	9
4835	nonebala	10	8
339	juticalpa	10	9
308	shakker	10	7
3666	'the	10	4
272	eromanga	9	8
4214	kupavula	9	8
200	tion	9	4
2132	muleback	9	8
2718	palmquist	9	9
3410	brethern	9	8
3433	asuncion	9	8
4916	cherentes	9	9
392	newyork	9	7
28	esthonians	8	10
3965	sionary	8	7
1905	cina	8	4
5919	henton	8	6
2178	bluefields	8	10
1764	kumpel	8	6
1435	doble	8	5
1858	dolphijn	8	8
760	neuva	7	5
3861	montg	7	5
3773	iery	7	4
5267	makatea	7	7
3674	tsin	7	4
1472	bootooba	7	8
3583	crowther	7	8
5144	fukuin	7	6
3384	esthonian	7	9
3289	lettonian	7	9
1846	rican	7	5
6168	seamans	7	7
3980	mandioca	7	8
332	aitutaki	7	8
2781	skaguay	7	7
1225	pellice	7	7
2631	loth	7	4
1214	cakobau	7	7
1498	chas	7	4
5054	goteborg	6	8
4641	torre	6	5
4596	escobar	6	7
4830	peverini	6	8
5027	eze	6	3
5224	helvecia	6	8
2018	ellery	6	6
5235	fte	6	3
996	multum	6	6
1519	tien	6	4
984	tse	6	3
3266	umkupavula	6	10
894	kwangsi	6	7
634	pauliasi	6	8
2508	agt	6	3
1098	parvo	6	5
53	ary	6	3
5493	tal	6	3
2861	pre	6	3
5490	jno	6	3
5377	learsy	6	6
1355	fel	6	3
6109	readingsabbath	5	14
5350	ladrone	5	7
5864	titikavaka	5	10
5847	handsworth	5	10
5843	sabbathkeepers	5	14
5643	olancho	5	7
5236	naini	5	5
5592	weekapril	5	9
16	marash	5	6
2949	makomp	5	6
4146	blancher	5	8
2260	marchisio	5	9
229	caribbee	5	8
282	toltecs	5	7
521	stanmore	5	8
823	adamson	5	7
892	balada	5	6
1460	levuka	5	6
1563	helouan	5	7
2157	por	5	3
2169	dwyer	5	5
2267	pago	5	4
3852	tions	5	5
2333	tung	5	4
2557	moko	5	4
2575	chaux	5	5
2853	owari	5	5
2892	sundayschool	5	12
2948	weekjuly	5	8
3305	weekdecember	5	12
3697	lettonians	5	10
3778	fonds	5	5
6208	ramabai	5	7

Report

• place name heavy

Words to Add

• raratonga
• buluwayo
• karmatar
• tongatabu
• bootooba

WMH (West Michigan Herald)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('WMH'), 9, 2, "count")

File: 2017-01-04-Spelling-Errors-WMH.txt
WMH has 6802 rows

	spell_error	count	word_length
6161	sabbathschool	170	13
2631	presidenta	75	10
3801	treasurere	61	10
5854	secretarym	61	10
581	numbersin	53	9
5936	numbessin	52	9
1071	horr	39	4
3898	'the	36	4
195	blendon	32	7
5002	wyla	32	4
3796	presidentm	32	10
2785	kee	32	3
5499	seventhday	32	10
479	brower	31	6
5641	harnden	30	7
3945	cleora	27	6
2456	sabbathschools	25	14
4037	ioo	25	3
2841	chas	23	4
5774	nunica	23	6
228	tion	22	4
5893	'to	20	3
5964	psa	20	3
3277	loth	20	4
2148	numbess	18	7
910	michi	18	5
5207	drury	18	5
6270	hoffstra	18	8
1776	'and	17	4
4663	ence	16	4
6634	ment	16	4
2256	convis	16	6
3276	diamondale	15	10
1954	mal	15	3
2724	editov	15	6
6345	sabbathkeepers	15	14
566	treasurerd	15	10
5567	secretarys	15	10
6399	'field	14	6
3248	numbeesin	14	9
1692	'of	14	3
4656	vinancial	14	9
1837	ainger	14	6
5975	ctory	13	5
5750	numbepsin	13	9
3498	ith	13	3
5539	dirlctory	12	9
5287	bilz	12	4
436	gathereti	12	9
2315	myrta	12	5
5885	ass'n	12	5
1180	foy	11	3
441	hevald	11	6
2413	'that	11	5
1319	'for	11	4
3563	see'y	11	5
4275	messer	11	6
2048	benefitted	11	10
1568	almeda	10	6
2556	harriot	10	7
2568	ist	10	3
3616	rgo	10	3
5360	ereth	10	5

Report

• looks like there is a lot of noise in the PDFS -- there are many words with added characters.

Words to Add

• benefitted

YI (The Youth's Instructor)

General Information

• Date range:
• Publication cycle:
• Layout notes:
• Publisher:
• Topics:

query_df(results_to_df('YI'), 9, 2, "count")

File: 2017-01-04-Spelling-Errors-YI.txt
YI has 98091 rows

	spell_error	count	word_length
85050	sabbathschool	607	13
3429	'the	408	4
65800	'em	399	3
65897	eze	316	3
45605	xil	315	3
43104	ver	302	3
49812	sel	254	3
30373	tion	227	4
31970	mal	214	3
44178	'of	211	3
63298	agt	205	3
29354	'to	197	3
98016	'neath	180	6
44266	twentyfive	168	10
19616	'and	168	4
40114	ioo	159	3
20722	pre	152	3
22006	guire	151	5
25382	'he	149	3
2950	'cause	148	6
33873	iden	148	4
11323	'be	138	3
50376	goin	133	4
11590	ass't	131	5
70800	sangster	130	8
72425	s'pose	121	6
69839	milly	120	5
48903	yovt	112	4
15826	peloubet	110	8
96169	ome	110	3
28669	hsi	109	3
32018	ful	109	3
72003	xiil	109	4
44649	ettez	106	5
28039	stuttle	105	7
5881	ment	103	4
5158	lxv	102	3
44118	chas	101	4
28295	yovti	100	5
2433	'in	100	3
18041	lviii	99	5
30283	kibbin	99	6
41011	rosilla	97	7
86980	structor	92	8
83373	'his	91	4
96112	tle	90	3
12976	ili	90	3
24063	sha	90	3
48821	'mid	89	4
94355	lxiii	87	5
20073	'by	87	3
81501	georgie	84	7
22359	hutt	84	4
23894	micr	83	4
43960	it'	82	3
88334	'but	81	4
26674	ers	80	3
44704	onehalf	80	7
54236	'most	78	5
53077	susy	77	4
13223	r'y	77	3
33151	'round	76	6
60361	me'	76	3
55587	howson	74	6
42433	'have	74	5
82382	gertie	74	6
82149	'way	71	4
57145	'that	71	5
72128	seventhday	71	10
14816	kee	70	3
65375	'ye	70	3
70666	sundayschool	69	12
4832	'bout	69	5
38125	marden	68	6
79465	conybeare	68	9
25282	mis	67	3
29182	nyassaland	67	10
54249	'is	67	3
66264	riis	67	4
58752	teddie	67	6
26458	nanking	66	7
27307	ther	64	4
91428	sabbathkeepers	64	14
3084	neesima	64	7
15645	tions	64	5
66474	'was	62	4
31600	ole	62	3
33259	cunliffe	62	8
6227	zambesi	61	7
66094	soo	60	3
63809	ets	60	3
40810	'had	60	4
16738	'twill	60	6
56162	ple	59	3
60997	ber	59	3
70250	twentyfour	59	10
13131	'for	58	4
36197	gon	58	3
59428	liii	58	4
10388	mit	57	3
21637	sus	57	3
41257	kittie	56	6
17571	ide	56	3
16229	thi	56	3
57577	zonia	55	5
27552	you'	55	4
54005	leh	55	3
31618	'it	54	3
34154	xlviii	54	6
65189	scudder	54	7
58634	missi	53	5
73410	wid	53	3
65611	aro	53	3
29335	trembley	53	8
49710	tiie	52	4
81635	tung	52	4
78661	xlix	52	4
36447	havergal	51	8
6477	ent	51	3
10713	solusi	51	6
53971	inthe	51	5
59372	shep	51	4
13920	hetty	51	5
21110	ith	50	3
53881	'her	50	4
73711	keech	49	5
20549	thr	49	3
60395	ofthe	49	5
89503	liv	48	3
1416	dren	48	4
24633	fora	48	4
75712	'with	48	5
70696	jes	48	3
15350	prima	46	5
13214	geikie	46	6
50811	'are	46	4
61804	ence	46	4
56057	gussie	45	6
10859	'him	45	4
71425	twentytwo	45	9
92024	adoent	45	6
86744	dar	44	3
39539	dayre	44	5
84241	ren	44	3
36430	kates	44	5
73199	ramabai	43	7
6239	kurds	43	5
51992	fiske	43	5
64024	ittle	43	5
36596	ble	43	3
63368	seventyfive	43	11
51706	zeisberger	42	10
2297	martyn	42	6
75724	dickie	42	6
62735	youtif	42	6
81611	sabbathschools	42	14
51714	raiatea	42	7
15733	'not	42	4
69764	ntsikana	42	8
913	xlvii	41	5
10528	ish	41	3
5471	tbe	41	3
31108	neddie	41	6
88506	haat	41	4
7701	wellknown	41	9
21316	oung	41	4
5985	walsworth	41	9
16798	nyasaland	40	9
86515	swett	40	5
64969	clure	40	5
2197	tem	40	3
9734	dred	40	4
71862	ise	39	3
216	'has	39	4
79363	meddaugh	39	8
90304	wai	39	3
53253	thaxter	39	7
28904	dorrie	39	6
45321	'gainst	39	7
23642	und	39	3
6365	heartedness	39	11
56856	whitcomb	38	8
88446	tillie	38	6
56693	chee	38	4
59681	spafford	38	8
64363	stenburg	38	8
38119	sha'n't	38	7
22572	goz	38	3
92792	rawlinson	38	9
41094	'ii	38	3
44141	uledi	38	5
51985	'tie	38	4
73479	taj	38	3
82645	tay	38	3
26082	achonhoah	37	9
94183	rowell	37	6
32414	ning	37	4
34443	'at	37	3
53927	thirtyfive	37	10
34136	iiii	37	4
25870	chau	36	4
84299	grenfell	36	8
2206	thro	36	4
46041	'from	36	5
97715	taucroa	36	7
66895	phcebe	36	6
40275	tanna	36	5
80068	niels	35	5
60698	bessy	35	5
30343	tothe	35	5
92101	larcom	35	6
16941	socalled	35	8
26155	them'	35	5
14280	generation'	35	11
47004	marsden	35	7
80280	perea	35	5
45995	kai	35	3
2847	ine	35	3
35332	conwell	35	7
93282	tinnevelli	35	10
82214	metlakahtla	34	11
68344	laing	34	5
15971	matty	34	5
75680	cramer	34	6
72149	'we	34	3
72252	tri	34	3
41875	jno	34	3
29940	oldfashioned	34	12
36964	ments	34	5
15908	smerdis	34	7
53673	edersheim	34	9
57048	twentyone	34	9
31769	bok	33	3
80557	mits	33	4
47889	itt	33	3
34639	letty	33	5
47385	tauc	33	4
62359	nstructor	33	9
10039	prudy	33	5
61032	thurlow	33	7
82754	africaner	33	9
63321	lettie	33	6
80690	peo	33	3
4473	gilstrap	33	8
51323	iti	33	3
94301	tne	33	3
29324	itis	33	4
3951	orton	33	5
72318	ikey	33	4
3519	mei	33	3
38212	selfdenial	33	10
73204	myrtie	32	6
28589	'as	32	3
85229	drouth	32	6
19495	imo	32	3
78442	nothin	32	6
2034	twentythree	32	11
53641	sixmonths	32	9
3858	towser	32	6
91677	islay	32	5
82205	giv	32	3
42640	him'	32	4
14810	bas	32	3
77120	editiona	32	8
76327	diningroom	32	10
88559	churchschool	32	12
11815	ruc	32	3
24915	hervey	31	6
60601	blachita	31	8
31253	ance	31	4
6744	puno	31	4
23822	thos	31	4
7523	selfcontrol	31	11
63400	matson	31	6
3529	littles	31	7
59559	barotseland	31	11
80439	nee	31	3
22824	kelsea	31	6
45418	'fraid	31	6
36337	ched	31	4
49733	twentyseven	31	11
33820	nonibala	31	8
57838	nots	30	4
54553	wil	30	3
2710	i'se	30	4
54627	adoo	30	4
25393	ture	30	4
80303	ity	30	3
88431	gadara	30	6
26382	myrta	30	5
59203	sho	30	3
4113	theo	30	4
31738	dingman	30	7
11439	dowd	30	4
38664	shi	30	3
94408	nce	29	3
76168	madero	29	6
36136	sittingroom	29	11
51507	nie	29	3
40655	fortyfive	29	9
88090	albrecht	29	8
19652	'this	29	5
55219	lan	29	3
94768	ost	29	3
33534	birdlings	29	9
37918	vou	29	3
3298	noreported	29	10
33525	aleck	29	5
45872	boldt	29	5
95904	ichigan	29	7
8057	bowlders	28	8
32289	por	28	3
22544	'been	28	5
16105	ght	28	3
59877	nyanza	28	6
20382	litch	28	5
9417	'on	28	3
93480	'all	28	4
32409	sonship	28	7
73315	ooo	28	3
11969	chil	28	4
11387	trh	28	3
63779	ca'liny	28	7
70657	ake	28	3
47718	p'y	28	3
14804	jeffy	28	5
25465	tht	28	3
10902	prayermeeting	28	13
39843	tippu	28	5
71005	illy	27	4
3657	ous	27	3
17289	chao	27	4
18270	ure	27	3
59414	'you	27	4
20952	mears	27	5
76276	florie	27	6
96703	helsingfors	27	11
53909	palissy	27	7
42174	guardie	27	7
12202	god'	27	4
65843	thei	27	4
39520	officers'	27	9
70390	inthis	27	6
60381	schwab	27	6
70019	nmi	27	3
72482	burritt	27	7
93874	rafaravy	27	8
68813	fot	26	3
8290	coster	26	6
29946	abbie	26	5
53037	monthsfor	26	9
12104	orner	26	5
26523	bessa	26	5
44248	ive	26	3
91516	'their	26	6
39475	het	26	3
41655	farlan	26	6
26635	tze	26	3
55985	perkin	26	6
82638	a'n't	26	5
23640	'fore	26	5
27111	fter	26	4
79188	mahal	26	5
4405	centauri	26	8
34005	ery	26	3
56868	hildren	26	7
9657	heruli	26	6
83563	orie	25	4
51169	ithe	25	4
31010	strassburg	25	10
73916	indo	25	4
94533	kang	25	4
6580	yehonola	25	8
85492	theni	25	5
10223	'or	25	3
87652	foi	25	3
10101	fhe	25	3
49537	bonar	25	5
1179	hamid	25	5
54183	kaspar	25	6
90566	vhat	25	4
70747	trotty	25	6
92246	fide	25	4
59487	'were	25	5
53207	thoburn	25	7
13399	tien	25	4
96799	roms	25	4
95215	ast	25	3
76974	mornin	25	6
19843	turvy	25	5
28576	vot	25	3
2490	'which	24	6
75474	egean	24	5
49031	ary	24	3
22238	cxsar	24	5
46499	phenician	24	9
46625	wun	24	3
45314	intrust	24	7
13435	esus	24	4
35296	carty	24	5
65703	cormick	24	7
47141	berthier	24	8
70135	yearold	24	7
14342	gillet	24	6
76200	tke	24	3
39766	patteson	24	8
48901	nagel	24	5
33313	siguatepeque	24	12
11584	ust	24	3
15055	us'	24	3
63581	mee	24	3
26868	twould	24	6
14111	pago	24	4
10653	elspie	24	6
65293	aoof	24	4
53955	nyassa	24	6
52934	ihe	24	3
53860	kindlings	24	9
19874	roly	24	4
85689	pokagon	24	7
7966	whi	24	3
67408	lewon	24	5
18396	ich	24	3
51269	tiful	23	5
60941	kitto	23	5
27542	blent	23	5
56400	'our	23	4
89749	ould	23	4
92711	zhinga	23	6
4867	bastile	23	7
4652	ev'ry	23	5
11058	hitty	23	5
66617	barnea	23	6
67276	twentyeight	23	11
73741	ani	23	3
47320	nambus	23	6
89720	charta	23	6
65354	ettie	23	5
9579	'what	23	5
32742	loth	23	4
70699	oth	23	3
12750	seano	23	5
56300	ruel	23	4
95064	'work	23	5
91290	'who	23	4
5847	ters	23	4
45894	ros	23	3
28764	dolph	23	5
6664	hannington	23	10
48773	thirtysix	23	9
53351	leoton	23	6
44442	ern	23	3
11164	abu	22	3
2448	do'	22	3
29760	aar	22	3
11125	moton	22	5
20986	'will	22	5
25951	ett	22	3
34151	yoti	22	4
44885	tian	22	4
96648	fidelia	22	7
15554	maudie	22	6
28271	ita	22	3
54609	konigmacher	22	11
45634	noll	22	4
85141	'twere	22	6
79800	leoon	22	5
28049	day'	22	4
27274	sweye	22	5
11448	ons	22	3
70479	childrens	22	9
91394	maidie	22	6
37541	'mong	22	5
14285	'they	22	5
10548	esop	22	4
13221	keh	22	3
97242	plateria	22	8
24967	andthe	22	6
5516	cho	22	3
5788	claribel	22	8
22016	comin	22	5
6162	ilala	22	5
69090	ood	22	3
61620	malamulo	22	8
22751	ameer	22	5
68992	ffi	22	3
56050	faris	22	5
1748	that'	22	5
18485	hanly	21	5
7677	orvie	21	5
858	harwepoyer	21	10
93645	outschools	21	10
14986	especiallyadapted	21	17
27245	southwind	21	9
26838	hassan	21	6
88288	longimanus	21	10
87717	norah	21	5
97532	ici	21	3
77332	inte	21	4
33298	hallenbeck	21	10
35342	oss	21	3
4670	thein	21	5
69882	nig	21	3
39140	'an	21	3
91783	pomare	21	6
12511	roschen	21	7
84865	willhelm	21	8
56262	fite	21	4
73049	floy	21	4
4184	petts	21	5
65013	tae	21	3
9573	twentysix	21	9
8379	doane	21	5
1455	thirtythree	21	11
72505	iveness	21	7
39575	percha	21	6
75426	ott	21	3
76871	ninga	21	5
65706	'them	21	5
10815	tolstoi	21	7
54501	rucro	21	5
15075	fiords	21	6
37784	jip	20	3
3169	tes	20	3
92113	ccap	20	4
88739	comandante	20	10
19770	bein	20	4
21653	hini	20	4
85845	toodles	20	7
51233	ist	20	3
52591	rosalee	20	7
81891	tock	20	4
33519	'twixt	20	6
96555	dinna	20	5
22185	incased	20	7
10563	sionary	20	7
46296	mooktie	20	7
77893	dreadnaught	20	11
70431	vor	20	3
25874	thinkin	20	7
67038	knud	20	4
65066	barby	20	5
1178	viiil	20	5
80590	ess	20	3
26244	omb	20	3
54343	'do	20	3
15520	kuruman	20	7
2028	flaxie	20	6
49375	lewie	20	5
85788	taber	20	5
49590	ors	20	3
28471	nott	20	4
60718	puolished	20	9
39090	coun	20	4
48413	hersum	20	6
30802	pauliasi	20	8
13088	ily	20	3
14634	olt	20	3
87317	godavery	20	8
46448	rentfro	20	7
19127	tlie	20	4
97076	haitien	20	7
81018	simplon	20	7
1717	mandments	19	9
57938	fortyeight	19	10
30987	wala	19	4
74262	pherson	19	7
32151	hallo	19	5
33608	pao	19	3
30691	attatft	19	7
11570	tez	19	3
30369	kilda	19	5
89397	mostyn	19	6
91053	ies	19	3
18175	vill	19	4
52108	jem	19	3
9286	kwang	19	5
16653	antisarlook	19	11
62199	manous	19	6
9732	ened	19	4
10137	keever	19	6
86969	ari	19	3
14673	hakkas	19	6
83645	attat	19	5
87479	debello	19	7
14142	'one	19	4
87744	kno	19	3
63863	xiiil	19	5
62584	'er	19	3
49218	ica	19	3
50851	ril	19	3
12456	bric	19	4
12294	the'morningwatch	19	16
66625	schoo	19	5
90963	more'n	19	6
70031	rastus	19	6
92646	birney	19	6
96086	birdling	19	8
55149	phenicians	19	10
77364	tru	19	3
38190	herrnhut	19	8
38385	fai	19	3
3816	yout	19	4
27348	jehan	19	5
59638	elo	19	3
26049	dyaks	19	5
25611	tobe	19	4
40160	thorwaldsen	19	11
69728	medicator	19	9
54079	'im	19	3
22799	zhe	19	3
5438	nnie	19	4
54738	ite	18	3
66745	instructo	18	9
63208	thet	18	4
68461	teheran	18	7
62887	scheele	18	7
53589	dymot	18	5
56931	outh	18	4
49473	'did	18	4
37781	vaux	18	4
54013	sev	18	3
62171	ler	18	3
56021	beastlie	18	8
58684	thirtyseven	18	11
45519	maggy	18	5
41486	welsbach	18	8
47769	opies	18	5
64468	cmsar	18	5
52336	towle	18	5
61948	lyte	18	4
60784	tulpy	18	5
35162	knowed	18	6
42610	hyrcanus	18	8
47335	'before	18	7
92057	intender	18	8
772	cheo	18	4
75356	ruatan	18	6
26563	anosia	18	6
90548	brac	18	4
32039	work'	18	5
80222	horgan	18	6
3926	wor	18	3
84213	heav	18	4
76408	mor	18	3
12483	clain	18	5
19588	maltbie	18	7
75838	fullgrown	18	9
31632	raba	18	4
13586	tio	18	3
90764	nana	18	4
31451	wel	18	3
80780	hurd	18	4
95125	'because	18	8
21340	fortytwo	18	8
28170	cabe	18	4
28909	ohl	18	3
24388	marbeck	18	7
28029	rarotongan	18	10
57234	forthe	18	6
88962	hemans	18	6
15070	rettez	18	6
82741	pasqual	18	7
33199	iff	18	3
16464	rafaelo	18	7
2277	raikes	17	6
55962	thit	17	4
86449	succat	17	6
7092	hoag	17	4
18003	thirtytwo	17	9
16905	mebbe	17	5
53488	uring	17	5
2792	wer	17	3
70213	chong	17	5
79910	homeand	17	7
86387	gynn	17	4
9611	glace	17	5
3297	sek	17	3
20898	sulphite	17	8
21931	kalaka	17	6
68672	parana	17	6
22380	iam	17	3
54144	bosheth	17	7
68040	liang	17	5
43429	somethin	17	8
54090	ohn	17	3
23450	whang	17	5
23707	pucelle	17	7
69565	masse	17	5
95058	bing	17	4
6592	santurce	17	8
40416	kevork	17	6
44380	triscoe	17	7
40273	phinney	17	7
24842	brookins	17	8
66576	iso	17	3
69884	instruc	17	7
15670	groot	17	5
45040	crowther	17	8
28445	millan	17	6
16040	yangtse	17	7
70966	tandy	17	5
11586	tive	17	4
30570	seti	17	4
13384	saloniki	17	8
8692	sed	17	3
63672	ashfield	17	8
12075	rockie	17	6
11994	travelno	17	8
834	inlaw	17	5
32682	lellan	17	6
11371	ered	17	4
87733	brien	17	5
8798	doin	17	4
97795	pag	17	3
34881	mayne	17	5
50721	trainingschool	17	14
10685	multnomah	17	9
33605	abbath	17	6
10152	ini	17	3
116	tomer	17	5
1241	ober	17	4
22218	meenie	17	6
14763	ries	17	4
87131	austro	17	6
7763	suc	17	3
15313	wheresoe'er	17	11
71076	mak	17	3
7958	sah	17	3
14963	wha	17	3
28982	dusseldorf	17	10
64354	torchlights	16	11
92375	soh	16	3
16255	berquin	16	7
21039	gustaf	16	6
89257	gerhardt	16	8
50901	newgate	16	7
21430	dod	16	3
43796	mas'r	16	5
92373	spriggs	16	7
90203	'if	16	3
62056	augustin	16	8
52713	haggett	16	7
61450	hepsy	16	5
62518	mahon	16	5
68236	bos	16	3
62460	ose	16	3
61052	wellnigh	16	8
42774	ransome	16	7
42654	anders	16	6
15913	dju	16	3
86857	bys	16	3
83451	nickle	16	6
88846	newyear	16	7
20141	ach	16	3
7040	jakie	16	5
13235	noo	16	3
44790	'my	16	3
19049	hea	16	3
15570	reddy	16	5
86008	'ou	16	3
61043	ars	16	3
84003	telepost	16	8
49863	kikuvi	16	6
13483	mutesa	16	6
88580	tfe	16	3
47775	watchcare	16	9
87112	geibel	16	6
16412	riceland	16	8
8551	teneriffe	16	9
45709	mein	16	4
7095	treves	16	6
12157	no'	16	3
82308	upspringing	16	11
30331	'ere	16	4
25043	tripler	16	7
39703	mackford	16	8
73077	cre	16	3
4032	hile	16	4
31979	rican	16	5
56467	judsons	16	7
37658	inclosures	16	10
36206	aoz	16	3
70005	calmology	16	9
75072	thd	16	3
58040	goodale	16	7
94460	aweary	16	6
58637	kynett	16	6
26459	basha	16	5
3645	goingto	16	7
1648	burmans	16	7
29668	walston	16	7
35706	lightenhome	16	11
35775	yee	16	3
26801	m'randy	16	7
28171	mayes	16	5
74427	loasby	16	6
74656	desus	16	5
41754	hav	16	3
5419	hou	16	3
4495	incrusted	16	9
74681	env	16	3
33048	selfrespect	16	11
2768	ond	16	3
97070	anc	16	3
81247	pla	16	3
69347	har	16	3
74990	nei	16	3
37439	flowerets	16	9
61318	faroff	15	6
38063	lonidaw	15	7
97200	serv	15	4
7794	'give	15	5
78298	queenie	15	7
86989	nast	15	4
16102	youtifs	15	7
46620	on'	15	3
77922	eir	15	3
77797	regia	15	5
64433	santals	15	7
71053	world'	15	6
64796	bekr	15	4
92524	beppo	15	5
77251	tli	15	3
71852	krapf	15	5
89354	ceived	15	6
33584	crosbie	15	7
62041	foy	15	3
90275	gra	15	3
57769	home'	15	5
74898	ternately	15	9
63183	iss	15	3
35279	pancho	15	6
88732	pepita	15	6
967	dehra	15	5
32051	ation	15	5
49578	servians	15	8
13155	stauffer	15	8
13403	eral	15	4
65596	belleau	15	7
72224	mah	15	3
14184	gavaren	15	7
48665	lig	15	3
77076	kaffer	15	6
65568	cholo	15	5
16361	ying	15	4
2306	twing	15	5
6602	tressie	15	7
69438	laren	15	5
84707	bowlder	15	7
66262	ahl	15	3
19542	syro	15	4
59562	mozo	15	4
66419	selfsacrifice	15	13
43601	ontains	15	7
84121	'bus	15	4
38762	alittle	15	7
21571	'man	15	4
7003	wilsen	15	6
80944	neo	15	3
24520	'can	15	4
41210	'good	15	5
83746	b'lieve	15	7
24147	bleared	15	7
59710	lieves	15	6
69501	remley	15	6
41114	dere	15	4
92312	fbr	15	3
7002	goodnatured	15	11
45210	kornelius	15	9
39802	'so	15	3
65892	ihave	15	5
16863	bevard	15	6
5174	'long	15	5
59349	imm	15	3
46143	letn	15	4
60072	bea	15	3
91436	widman	15	6
95673	talesno	15	7
17572	bau	15	3
7190	allthe	15	6
6219	'no	15	3
26702	sumach	15	6
4494	emi	15	3
39697	hiatt	15	5
18772	'brought	15	8
18704	pollie	15	6
8810	dood	14	4
57337	watrousville	14	12
52146	eightyfive	14	10
5726	outschool	14	9
9246	andi	14	4
57619	agreat	14	6
62066	froni	14	5
52194	lifegiving	14	10
93310	libbie	14	6
5855	froin	14	5
59717	conant	14	6
54406	cially	14	6
97824	lisette	14	7
97935	scoville	14	8
62185	niemcewicz	14	10
1238	uch	14	3
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6567	spick	14	5
96673	mayinza	14	7
55270	rosenkrans	14	10
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97136	oor	14	3
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53667	gettin	14	6
55028	tyrol	14	5
53778	itwas	14	5
56061	thah	14	4
8047	'there	14	6
8420	lutterworth	14	11
52931	'years	14	6
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3907	kafirland	14	9
56385	ject	14	4
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3976	fawcett	14	7
56516	firstclass	14	10
33832	gettez	14	6
17151	suf	14	3
27874	larkin	14	6
18665	notre	14	5
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76767	suevi	14	5
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83569	sor	14	3
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19299	readingmatter	14	13
19242	tains	14	5
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10395	pearse	14	6
22479	moser	14	5
78310	oreek	14	5
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78691	bythe	14	5
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39744	almeda	14	6
26158	steinhauer	14	10
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38603	basle	14	5
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22724	circeaux	14	8
45450	ris	14	3
26964	lefevre	14	7
75730	ang	14	3
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13643	ginn	14	4
72593	rika	14	4
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73487	would'st	14	8
88376	'how	14	4
74744	ved	14	3
11313	wno	14	3
50440	brun	14	4
63139	wideawake	14	9
34730	'go	14	3
62616	youl	14	4
10896	weltevreden	14	11
89312	all'	14	4
74399	gaged	14	5
62570	pandita	14	7
88034	wes	14	3
49411	ene	14	3
73414	dusuns	14	6
46006	taicoma	14	7
17120	farrand	14	7
32365	dal	14	3
46093	thibet	14	6
16097	uth	14	3
46078	djang	14	5
73193	uno	14	3
47434	life'	14	5
35012	ots	14	3
64365	nsmuc	14	5
64303	dorry	14	5
74066	slattery	13	8
73872	cleland	13	7
78321	sabbathday	13	10
97634	dayschool	13	9
75965	iffe	13	4
78593	jist	13	4
78036	vavau	13	5
76973	sixtyfive	13	9
76210	apd	13	3
77442	farror	13	6
97326	fcr	13	3
72070	intyre	13	6
75264	felter	13	6
58653	abbe	13	4
76979	o'erflowing	13	11
72386	thk	13	3
89853	ces	13	3
96044	anstrurtar	13	10
64502	rijnhart	13	8
65918	finster	13	7
85866	isthe	13	5
85975	poincare	13	8
74268	fof	13	3
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86775	onthe	13	5
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79942	'hundred	13	8
61785	nystel	13	6
88550	amarna	13	6
62745	mangareva	13	9
89231	violetta	13	8
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90082	embosomed	13	9
84290	pileser	13	7
66482	margy	13	5
92338	ailsie	13	6
82732	kalakaua	13	8
67784	ince	13	4
82048	lif	13	3
68602	limbed	13	6
81988	sei	13	3
81465	'up	13	3
81043	expres	13	6
80970	whar	13	4
69969	churchmembers	13	13
80646	shih	13	4
80341	tse	13	3
94659	medicators	13	10
94844	cruden	13	6
59467	sinn	13	4
93844	lepidoptera	13	11
16	papier	13	6
40267	marchisio	13	9
51768	erhaps	13	6
21847	brn	13	3
17594	secondclass	13	11
38147	snowcapped	13	10
32660	mand	13	4
27495	kah	13	3
27506	intructor	13	9
51496	fenelon	13	7
51539	clotilda	13	8
32890	lai	13	3
27546	ittte	13	5
4826	acter	13	5
7197	muskoka	13	7
20993	hillis	13	6
36085	tra	13	3
27665	hsia	13	4
25400	haps	13	4
2713	travers	13	7
27869	farningham	13	10
8024	tunnell	13	7
43999	killingworth	13	12
2226	tenhassen	13	9
20165	muvver	13	6
44717	'she	13	4
9849	carthy	13	6
4756	yergin	13	6
13120	cassander	13	9
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47342	karnac	13	6
47318	'here	13	5
47135	illi	13	4
25446	mre	13	3
25514	immo	13	4
47648	ses	13	3
47795	fettez	13	6
46581	foo	13	3
25529	nicomedia	13	9
4369	fust	13	4
10156	neander	13	7
46038	thirtyeight	13	11
32384	uctor	13	5
26538	ilsy	13	4
22798	ves	13	3
45401	meads	13	5
13294	setma	13	5
50128	halleluiah	13	10
32519	afric	13	5
50325	tyng	13	4
15441	well'	13	5
15152	wakasa	13	6
7708	godgiven	13	8
19659	montanists	13	10
5729	corpies	13	7
35345	whare	13	5
56249	sti	13	3
29702	irt	13	3
55379	ough	13	4
34009	spe	13	3
7039	ein	13	3
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6314	awa	13	3
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30015	nez	13	3
1562	mataafa	13	7
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56874	iit	13	3
1826	'two	13	4
294	printingpress	13	13
57045	mies	13	4
33129	lord'	13	5
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26448	bassorah	12	8
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4538	hwang	12	5
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39885	naito	12	5
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11281	hesba	12	5
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7688	lso	12	3
29929	djou	12	4
41120	thetford	12	8
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13915	mottofor	12	8
80461	antiforeign	12	11
46401	kandi	12	5
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57333	hurlbut	12	7
6501	thornless	12	9
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5418	ory	12	3
10362	cestius	12	7
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31545	velox	12	5
66129	hig	12	3
39067	crooker	12	7
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5811	'would	12	6
26788	kumataro	12	8
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35927	'between	12	8
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397	yot	12	3
568	nal	12	3
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1056	horner	12	6
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31895	elle	12	4
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37508	temse	12	5
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3887	xylolin	12	7
64716	mvo	12	3
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3528	custis	12	6
15026	ingelow	12	7
82717	dishwashing	12	11
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51634	loney	12	5
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36982	fete	12	4
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50731	tnuc	12	4
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37046	ginnis	12	6
62809	roxanna	12	7
32531	reenforce	12	9
36440	yashitomo	12	9
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37977	unabating	11	9
37560	neverfailing	11	12
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6842	jin	11	3
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40016	makololo	11	8
39914	atthe	11	5
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43278	thiers	11	6
55560	ctor	11	4
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240	mache	10	5
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1697	neill	10	5
1889	ayear	10	5
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352	tered	10	5
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86530	obookiah	10	8
1715	endwise	10	7
15802	whereever	10	9
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8926	maguire	10	7
13704	titge	10	5
96031	paeff	10	5
13360	barkantine	10	10
13241	sammer	10	6
5339	satz	10	4
92676	unshed	10	6
11895	grayhaired	10	10
6281	siu	10	3
11643	mabotsa	10	7
6812	wheetee	10	7
11146	iang	10	4
11104	byand	10	5
6861	esting	10	6
89355	iiiiiiiiiiiiiiiiiii	10	19
91218	clo	10	3
91152	lobengula	10	9
9516	casebeer	10	8
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9253	naneen	10	6
8630	colvin	10	6
8665	thn	10	3
8809	hannum	10	6
4702	tians	10	5
9165	'without	10	8
3091	tation	10	6
94292	prayermeetings	10	14
95843	name'	10	5
87191	'ry	10	3
95699	nen	10	3
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14446	regie	10	5
87563	tol	10	3
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95416	hawes	10	5
95380	hattaavah	10	9
3214	buswell	10	7
3239	'great	10	6
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87799	carscallen	10	10
3726	gelert	10	6
3828	partello	10	8
94429	centivll	10	8
3965	chipman	10	7
3977	trav	10	4
4236	anb	10	3
7539	ostlund	10	7
57205	'may	10	4
17922	edmunds	10	7
47944	bino	10	4
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66860	hoorn	10	5
66679	tunity	10	6
66677	terest	10	6
44580	beissel	10	7
44955	eleazer	10	7
66008	robie	10	5
65971	iir	10	3
65956	lillis	10	6
65931	zwemer	10	6
65903	righthand	10	9
45733	oem	10	3
65730	superintend'ts	10	14
65708	'these	10	6
46208	leson	10	5
65676	gunputty	10	8
46794	salonica	10	8
46892	bnt	10	3
64676	reerence	10	8
47535	xlii	10	4
47664	oster	10	5
66960	linna	10	5
43983	englishspeaking	10	15
43939	cer	10	3
68966	twere	10	5
39058	appian	10	6
70514	'things	10	7
70328	naw	10	3
39844	atten	10	5
40141	sir'	10	4
40272	mille	10	5
41099	waitin	10	6
41192	showest	10	7
69255	une	10	3
68944	fon	10	3
43702	coleoptera	10	10
68723	singest	10	7
42454	marmora	10	7
68587	mesquit	10	7
68516	tramelan	10	8
42919	rhus	10	4
67943	ano	10	3
67932	shoder	10	6
67481	gerneaux	10	8
67334	wri	10	3
64414	nowar	10	5
48083	shure	10	5
85796	unnoted	10	7
64169	swem	10	4
53706	halfpast	10	8
53715	allister	10	8
53805	jaynes	10	6
60688	hovas	10	5
60614	moqui	10	5
54117	tahoma	10	6
54192	jotapata	10	8
54277	kaffers	10	7
54467	polymuriel	10	10
54671	iat	10	3
54991	winship	10	7
59266	picts	10	5
59235	heaven'	10	7
55497	nato	10	4
56064	battak	10	6
56197	ift	10	3
56213	there'	10	6
56222	cil	10	3
58144	amenophis	10	9
56910	seance	10	6
57483	beauchamp	10	9
53527	timmie	10	6
53446	ramstead	10	8
53250	hardinge	10	8
62659	iin	10	3
48592	'other	10	6
63840	'time	10	5
50092	minas	10	5
63387	mehitable	10	9
50107	kpana	10	5
50186	nsraucroa	10	9
50593	birdtown	10	8
62872	modder	10	6
62761	pon	10	3
50916	employes	10	8
61354	fromthe	10	7
51440	man'	10	4
62179	gigantea	10	8
51600	dum	10	3
51937	tructor	10	7
52149	twilights	10	9
61828	moun	10	4
52365	afe	10	3
52560	freeborough	10	11
61470	elwin	10	5
39034	'over	10	5
38635	dorby	10	5
38231	casas	10	5
70719	samwili	10	7
21702	criss	10	5
82281	belvoir	10	7
21831	cxix	10	4
21899	iis	10	3
22102	henton	10	6
22244	lllll	10	5
22291	farreaching	10	11
81596	lio	10	3
81302	'member	10	7
23729	rainey	10	6
24189	nnw	10	3
24262	cobbe	10	5
25238	dont	10	4
25764	edfu	10	4
25965	philopater	10	10
26533	gottingen	10	9
26662	anda	10	4
26781	'brother	10	8
79796	dimond	10	6
79769	ror	10	3
78716	tal	10	3
21583	servian	10	7
82651	ata	10	3
21053	viour	10	5
84369	o'erflow	10	8
18154	battaks	10	7
18212	niver	10	5
85440	juanito	10	7
85228	dann	10	4
18553	way'	10	4
19136	depl	10	4
84728	westman	10	7
19417	heatherly	10	9
84567	ower	10	4
19856	muhamed	10	7
82932	mea	10	3
19932	paash	10	5
84025	ien	10	3
83941	ziegenbalg	10	10
83922	ebery	10	5
20021	'many	10	5
20077	newby	10	5
20476	jugo	10	4
83406	dese	10	4
83200	hoa	10	3
27833	cun	10	3
78272	boys'	10	5
28646	selfsupporting	10	14
35890	macgregor	10	9
34650	edu	10	3
34732	pegg	10	4
34828	ofa	10	3
34898	oubstription	10	12
73425	miiller	10	7
34991	c'nt'r	10	6
73212	reyten	10	6
35527	povertystricken	10	15
35715	fo'r	10	4
72698	prefecto	10	8
74337	'about	10	6
72663	kassongo	10	8
35999	ighigan	10	7
37213	faneuil	10	7
37269	heigh	10	5
71748	innymunt	10	8
71317	bich	10	4
71015	oan	10	3
70940	melongena	10	9
70769	duebill	10	7
34172	gaskill	10	7
74458	lapis	10	5
77867	karuizawa	10	9
30017	know'	10	5
28851	verner	10	6
77746	feng	10	4
77393	coony	10	5
29239	ragpickers	10	10
77005	harfagr	10	7
29696	the'	10	4
76902	potrero	10	7
76882	sackett	10	7
76463	workin	10	6
30305	days'	10	5
33604	ainos	10	5
30506	hussey	10	6
31539	up'	10	3
76095	hei	10	3
31821	dui	10	3
75707	lxviii	10	6
75374	potsi	10	5
32608	luena	10	5
32818	os'	10	3
32819	agin	10	4
29747	'some	10	5

Report

Words to Add

• zambesi
• africaner
• birdlings
• centauri
• ev'ry
• birdling
• herrnhut
• medicator
• sulphite
• multnomah
• dusseldorf
• flowerets
• pepita
• caressingly
• lefevre
• kalakaua
• limbed
• medicators
• montanists
• dreadnaughts
• thornless
• loadstone
• matinee
• dishwashing
• philadelphus
• gracias
• fronded
• twilights
• juanito

# %load shared_elements/system_info.py
import IPython
print (IPython.sys_info())
!pip freeze

{'commit_hash': '5c9c918',
 'commit_source': 'installation',
 'default_encoding': 'UTF-8',
 'ipython_path': '/Users/jeriwieringa/miniconda3/envs/dissertation2/lib/python3.5/site-packages/IPython',
 'ipython_version': '5.1.0',
 'os_name': 'posix',
 'platform': 'Darwin-16.3.0-x86_64-i386-64bit',
 'sys_executable': '/Users/jeriwieringa/miniconda3/envs/dissertation2/bin/python',
 'sys_platform': 'darwin',
 'sys_version': '3.5.2 |Continuum Analytics, Inc.| (default, Jul  2 2016, '
                '17:52:12) \n'
                '[GCC 4.2.1 Compatible Apple LLVM 4.2 (clang-425.0.28)]'}
anaconda-client==1.5.5
appnope==0.1.0
argh==0.26.1
blinker==1.4
bokeh==0.12.3
boto==2.43.0
bz2file==0.98
chest==0.2.3
cloudpickle==0.2.1
clyent==1.2.2
dask==0.12.0
datashader==0.4.0
datashape==0.5.2
decorator==4.0.10
docutils==0.12
doit==0.29.0
gensim==0.12.4
Ghost.py==0.2.3
ghp-import2==1.0.1
gspread==0.4.1
HeapDict==1.0.0
httplib2==0.9.2
husl==4.0.3
ipykernel==4.5.2
ipython==5.1.0
ipython-genutils==0.1.0
ipywidgets==5.2.2
Jinja2==2.8
jsonschema==2.5.1
jupyter==1.0.0
jupyter-client==4.4.0
jupyter-console==5.0.0
jupyter-contrib-core==0.3.0
jupyter-contrib-nbextensions==0.2.2
jupyter-core==4.2.1
jupyter-highlight-selected-word==0.0.5
jupyter-latex-envs==1.3.5.4
jupyter-nbextensions-configurator==0.2.3
llvmlite==0.14.0
locket==0.2.0
Logbook==1.0.0
lxml==3.5.0
MacFSEvents==0.7
Mako==1.0.4
Markdown==2.6.7
MarkupSafe==0.23
mistune==0.7.3
multipledispatch==0.4.9
natsort==4.0.4
nb-anacondacloud==1.2.0
nb-conda==2.0.0
nb-conda-kernels==2.0.0
nb-config-manager==0.1.3
nbbrowserpdf==0.2.1
nbconvert==4.2.0
nbformat==4.2.0
nbpresent==3.0.2
networkx==1.11
Nikola==7.7.7
nltk==3.2.1
notebook==4.2.3
numba==0.29.0
numpy==1.11.2
oauth2client==4.0.0
odo==0.5.0
pandas==0.19.1
partd==0.3.6
path.py==0.0.0
pathtools==0.1.2
pexpect==4.0.1
pickleshare==0.7.4
Pillow==3.4.2
prompt-toolkit==1.0.9
psutil==4.3.0
ptyprocess==0.5.1
pyasn1==0.1.9
pyasn1-modules==0.0.8
pycrypto==2.6.1
Pygments==2.1.3
PyPDF2==1.25.1
PyRSS2Gen==1.1
pyshp==1.2.10
python-dateutil==2.6.0
pytz==2016.10
PyYAML==3.12
pyzmq==16.0.2
qtconsole==4.2.1
requests==2.12.3
rsa==3.4.2
scipy==0.18.1
simplegeneric==0.8.1
six==1.10.0
smart-open==1.3.5
terminado==0.6
textblob==0.11.1
toolz==0.8.1
tornado==4.4.2
traitlets==4.3.1
Unidecode==0.4.19
watchdog==0.8.3
wcwidth==0.1.7
webassets==0.11.1
widgetsnbextension==1.2.6
ws4py==0.3.4
xarray==0.8.2
Yapsy==1.11.223